{"0x0funky/agent-sprite-forge":{"detail":{"owner":"0x0funky","name":"agent-sprite-forge","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"dccde8f4fac860bda9f55f642684583575e2a8905a2e8574b7324354bd5ea42b","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"AdguardTeam/AdguardBrowserExtension":{"detail":{"owner":"AdguardTeam","name":"AdguardBrowserExtension","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"4abc1a1856c6c9a13eaffa1385a85ebdd2fb5f03b4d7d94b07f03bdb33af70a8","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.445,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":44.95,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":69.285714285714,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.445,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.4125,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.36,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.53,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"4e40a4949a615a98e071fc7e9336e9ebfb6966d23a47bd346c4f24bc092e1218","fetched_at":"2026-10-10T10:47:27.637669+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":542,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"5acdbb992ce7ba37acf2141ed4965e23f2ba2e0474f3e238404e59f0b37655cb","fetched_at":"2026-10-10T18:34:40.590739+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5,"score":null,"n":2,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"4e40a4949a615a98e071fc7e9336e9ebfb6966d23a47bd346c4f24bc092e1218","fetched_at":"2026-10-10T10:47:27.637669+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"6053435369b2ea7af99bf1d17a2c445e0713f1103f377ade935cc2bf6c4989cb","fetched_at":"2026-10-09T22:56:44.530934+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4495,"score":44.95,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"ed283e11080a5f9adc9493629e9e81aaf1b1692befb68c9a00e625987cf6c407","fetched_at":"2026-10-10T18:34:40.592573+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"2ff9a7f53e2dea3f1502412ff46b18331b3912b7d61df02eabca47ebca9d696b","fetched_at":"2026-10-08T12:28:04.037790+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/AdguardTeam__AdguardBrowserExtension.json","source_sha256":"4e40a4949a615a98e071fc7e9336e9ebfb6966d23a47bd346c4f24bc092e1218","fetched_at":"2026-10-10T10:47:27.637669+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"aristocratos/bpytop":{"detail":{"owner":"aristocratos","name":"bpytop","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"cca9372da3ec6b4fbac8abd81398358e88acfeb9fdec5df69cccd779b8805eb4","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"autogluon/autogluon":{"detail":{"owner":"autogluon","name":"autogluon","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b137b0f31d55a744b606caba84ecad5dce9d852ef9cf61a2945d03fdd3d38cb3","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":584,"tie_group":118,"porchlamp":58.98,"coverage":1.0,"tier":"B","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":51.68,"friction":33.7,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":73.443900708826,"c_responsiveness":1.0,"p_criticality":47.855097251534,"c_criticality":1.0,"p_governance":59.25,"c_governance":1.0,"p_rigor":53.02412,"c_rigor":1.0,"p_accessibility":59.0,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":57.61,"coverage":1.0,"tier":"B","rated":true},"balanced":{"porchlamp":58.98,"coverage":1.0,"tier":"B","rated":true},"career_capital":{"porchlamp":57.43,"coverage":1.0,"tier":"B","rated":true},"first_timer":{"porchlamp":62.38,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":56.13,"coverage":1.0,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/autogluon__autogluon.json","source_sha256":"7c1c4da202f03db5951e53f7f6f42ca7c79aec06bd1e45d4d18f4748a6379c8c","fetched_at":"2026-10-10T05:56:09.556670+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":11,"score":51.31868131868132,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/autogluon__autogluon.json","source_sha256":"97d30566c100c873a4f769a17579ec1cb18f2e92f70bcf7c701d1420e00a61d9","fetched_at":"2026-10-10T16:40:03.133900+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":195502,"score":49.558498896247244,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__autogluon.json","source_sha256":"957241a9818e290f1bdb2f0c3b3aefb864673b9e39c9aa4256f6c94203abac15","fetched_at":"2026-10-10T11:30:31.791315+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.92,"score":100.0,"n":25,"window_start":"2026-04-18T15:44:46.191387+00:00","window_end":"2026-07-17T15:44:46.191387+00:00","method":"primary","source":"raw/pr_window/autogluon__autogluon.json","source_sha256":"b3d7ea119c3f89a47d52a6908813ef0e71e5e2bcb3e6d898f6b98e8b87f6e963","fetched_at":"2026-10-15T15:44:46.191387+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":26,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/autogluon__autogluon.json","source_sha256":"15fe45eef440dba459b6c630f5ea96aa9b64c40dcb9d95bc7e0d44a824c76ab5","fetched_at":"2026-10-13T02:58:26.587064+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":373,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/autogluon__autogluon.json","source_sha256":"c0751772db03c1e163eb22fda4b370a40f1250ae35731209791725e641e6d3e4","fetched_at":"2026-10-10T14:39:01.934820+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.18604651162790697,"score":62.7906976744186,"n":43,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/autogluon__autogluon.json","source_sha256":"b3d7ea119c3f89a47d52a6908813ef0e71e5e2bcb3e6d898f6b98e8b87f6e963","fetched_at":"2026-10-15T15:44:46.191387+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/autogluon__autogluon.json","source_sha256":"7c1c4da202f03db5951e53f7f6f42ca7c79aec06bd1e45d4d18f4748a6379c8c","fetched_at":"2026-10-10T05:56:09.556670+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4615,"score":57.6875,"n":26,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/autogluon__autogluon.json","source_sha256":"fcec07fbadea7ad2880af7b75613d1643bb529151dd1f1301196aa3d28d2bbc4","fetched_at":"2026-10-10T22:48:27.514585+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5333,"score":100.0,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/autogluon__autogluon.json","source_sha256":"fcec07fbadea7ad2880af7b75613d1643bb529151dd1f1301196aa3d28d2bbc4","fetched_at":"2026-10-10T22:48:27.514585+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/autogluon__autogluon.json","source_sha256":"1ce17959b92353be663ef775e5d5fd416f651ae5f438445fe6ffba0c80511846","fetched_at":"2026-10-09T09:34:46.010575+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4268,"score":42.68,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/autogluon__autogluon.json","source_sha256":"f5f1f941e0b92669ace704cc1c25b62845faa4d5238cbdbd5e45a56d430c81fb","fetched_at":"2026-10-10T16:40:03.133900+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":92.2853,"score":92.2853,"n":229,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/autogluon__autogluon.json","source_sha256":"b3d7ea119c3f89a47d52a6908813ef0e71e5e2bcb3e6d898f6b98e8b87f6e963","fetched_at":"2026-10-15T15:44:46.191387+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/autogluon__autogluon.json","source_sha256":"7c1c4da202f03db5951e53f7f6f42ca7c79aec06bd1e45d4d18f4748a6379c8c","fetched_at":"2026-10-10T05:56:09.556670+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.375,"score":75.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/autogluon__autogluon.json","source_sha256":"fcec07fbadea7ad2880af7b75613d1643bb529151dd1f1301196aa3d28d2bbc4","fetched_at":"2026-10-10T22:48:27.514585+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1096,"score":13.700000000000001,"n":73,"window_start":"2026-04-18T15:44:46.191387+00:00","window_end":"2026-10-15T15:44:46.191387+00:00","method":"primary","source":"raw/pr_window/autogluon__autogluon.json","source_sha256":"b3d7ea119c3f89a47d52a6908813ef0e71e5e2bcb3e6d898f6b98e8b87f6e963","fetched_at":"2026-10-15T15:44:46.191387+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":19.8176,"score":81.90630373882698,"n":54,"window_start":"2026-04-18T15:44:46.191387+00:00","window_end":"2026-10-15T15:44:46.191387+00:00","method":"primary","source":"raw/pr_window/autogluon__autogluon.json","source_sha256":"b3d7ea119c3f89a47d52a6908813ef0e71e5e2bcb3e6d898f6b98e8b87f6e963","fetched_at":"2026-10-15T15:44:46.191387+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":581.4375,"score":29.159049360146255,"n":48,"window_start":"2026-04-18T15:44:46.191387+00:00","window_end":"2026-10-15T15:44:46.191387+00:00","method":"primary","source":"raw/pr_window/autogluon__autogluon.json","source_sha256":"b3d7ea119c3f89a47d52a6908813ef0e71e5e2bcb3e6d898f6b98e8b87f6e963","fetched_at":"2026-10-15T15:44:46.191387+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to autogluon/autogluon got a first human reply in a median of 19.8 hours (54 pull requests, 18 April to 15 October 2026); 19% got none within 14 days.","It ranks 584 of 3,219 overall.","For first-time contributors it ranks 406 of 1,525 (the top 27%)."],"standings":{"balanced":{"rank":584,"total":3219,"reason":null},"first_timer":{"rank":406,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":857,"total":3696,"reason":null}},"similar":[{"owner":"astral-sh","name":"python-build-standalone","rank":573},{"owner":"dottxt-ai","name":"outlines","rank":574},{"owner":"alexta69","name":"metube","rank":580},{"owner":"rachelos","name":"we-mp-rss","rank":583},{"owner":"MemoriLabs","name":"Memori","rank":587}]},"belnadris/angular-electron":{"detail":{"owner":"belnadris","name":"angular-electron","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"54f61786fdc783ccac7b0bde090b30be199821128d28db9141fc66abb6dd871a","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.4525,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":26.61,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":20.0,"c_rigor":0.6,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.48,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.4525,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.4325,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.395,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.5175,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/belnadris__angular-electron.json","source_sha256":"5f91843fe623ad66c39876cb8df7d16547c2ee6343b838e9450f52384059cc6e","fetched_at":"2026-10-10T08:57:49.745523+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":23,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/belnadris__angular-electron.json","source_sha256":"e8905b962509b49e4ab7062246b98834d4f07053e00ab5a5a3bc83cdedac8bca","fetched_at":"2026-10-13T03:25:52.558679+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":36,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/belnadris__angular-electron.json","source_sha256":"1464b7e301e81c6e7fb244c1d043b553f4395cc09bf65ee55e4df4f1276981ba","fetched_at":"2026-10-10T16:56:32.475090+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/belnadris__angular-electron.json","source_sha256":"5f91843fe623ad66c39876cb8df7d16547c2ee6343b838e9450f52384059cc6e","fetched_at":"2026-10-10T08:57:49.745523+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/belnadris__angular-electron.json","source_sha256":"dcb007bb93ec16fb0e1c3155b322586c7cfb1753c5cb46db553b5935a94d629c","fetched_at":"2026-10-09T17:49:31.535250+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2661,"score":26.61,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/belnadris__angular-electron.json","source_sha256":"fa7a81b5ec2107c0ba62495a234909486f37bba22f1d6189ad884e1b309e2bb4","fetched_at":"2026-10-10T16:56:32.476056+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":36.0,"score":null,"n":1,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/belnadris__angular-electron.json","source_sha256":"5f91843fe623ad66c39876cb8df7d16547c2ee6343b838e9450f52384059cc6e","fetched_at":"2026-10-10T08:57:49.745523+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":32,"window_start":"2026-04-19T08:03:59.486103+00:00","window_end":"2026-10-16T08:03:59.486103+00:00","method":"primary","source":"raw/pr_window/belnadris__angular-electron.json","source_sha256":"62b6cd9183a49b8e7c617240109519537945f25e937478b2d93485b28b1f7759","fetched_at":"2026-10-16T08:03:59.486103+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"bombela/backward-cpp":{"detail":{"owner":"bombela","name":"backward-cpp","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"73858ca0e53881ab34d1deea2da46bb20dc6be57f58bb3942b24d3ad960a924c","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"bytedance/LatentSync":{"detail":{"owner":"bytedance","name":"LatentSync","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"ae7e3852cf8fda70534bbadbd183422a8dd31448b4ad9eeb03042b28a9f1f19e","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"datawhalechina/easy-vibe":{"detail":{"owner":"datawhalechina","name":"easy-vibe","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"f1bd493e0a0b32f1974c61a5121930a5f5b25e3b5f577bcb2ca3c65cf5a5ef5e","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Devlight/NavigationTabBar":{"detail":{"owner":"Devlight","name":"NavigationTabBar","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"3d1820cca6b1dca0d7e4c3caf86deb9c16eb8a5336420186e628b54707cb82d0","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Expensify/App":{"detail":{"owner":"Expensify","name":"App","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"c92ddd0bb0fb9268fd6758b0cedd90e2cdefe9d2fb5e7d6c5532bcd0c7299da3","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3475,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":68.96,"c_criticality":0.35,"p_governance":37.5,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"insufficient_evidence:coverage","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.33,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3475,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.3575,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.32,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.3825,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Expensify__App.json","source_sha256":"bb66d53d9ded16d49084f24d61d8f0a4925263d7859a5a9c90ca6fbb171f87b4","fetched_at":"2026-10-10T09:47:59.675070+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Expensify__App.json","source_sha256":"34d3aaaaf57a23540c082fb4c531b3bbe2ea138581645e18b0ee07c538333fe3","fetched_at":"2026-10-13T04:02:59.286427+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":1000,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Expensify__App.json","source_sha256":"17eacd32f37d1e79d0f2c98ccbd7332eefbe0221ff3b66fedc747d08112b2879","fetched_at":"2026-10-10T17:47:41.377295+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"CORP_CLA","score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Expensify__App.json","source_sha256":"bb66d53d9ded16d49084f24d61d8f0a4925263d7859a5a9c90ca6fbb171f87b4","fetched_at":"2026-10-10T09:47:59.675070+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Expensify__App.json","source_sha256":"fab734e32fffc33e9f8de469a6dea42e6ec40e6fddfca7ead865db25787c0dd1","fetched_at":"2026-10-09T20:38:58.320439+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.6896,"score":68.96,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/Expensify__App.json","source_sha256":"91648f9e9ca5e580f717732716808c3297110f7c79a97dc86b3e81ff82946a19","fetched_at":"2026-10-10T17:47:41.388652+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"FormidableLabs/react-live":{"detail":{"owner":"FormidableLabs","name":"react-live","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"50131c491ab34b47cc8d2aa228de206889944a87544d1eb61ade6913a396daee","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":53.282866893381,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":50.0,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":46.85,"coverage":0.6175,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":53.83,"coverage":0.6775,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/FormidableLabs__react-live.json","source_sha256":"ff05e38f477865196658d99c5c4fe37da9b1f882f1a4391c20558725c6a8605d","fetched_at":"2026-10-10T10:34:33.628523+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":667,"score":70.54794520547945,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/FormidableLabs__react-live.json","source_sha256":"6f70c7a3bcab3a334f2a44affebdee740327de1a758d2bfb2f5167af18f4e7b8","fetched_at":"2026-10-10T20:20:12.160628+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":2006236,"score":55.24475524475525,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__react-live.json","source_sha256":"d167a16c5f1540afa553cb2bf709841af89ba03c09a5904fca26a7bd9cd011ec","fetched_at":"2026-10-08T12:02:35.261862+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":13,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/FormidableLabs__react-live.json","source_sha256":"c9da14ecaf4a05ff162e926ccfb5d5984a8918ac756eebe87ef3cc558dd0a760","fetched_at":"2026-10-13T04:07:45.276855+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":3,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":2,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/FormidableLabs__react-live.json","source_sha256":"ff05e38f477865196658d99c5c4fe37da9b1f882f1a4391c20558725c6a8605d","fetched_at":"2026-10-10T10:34:33.628523+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/FormidableLabs__react-live.json","source_sha256":"e1af76a85d9ccd363ba33dd9624b4f87340543f9088dd92a95cf9f87443ded06","fetched_at":"2026-10-09T22:37:29.508748+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3215,"score":32.15,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/FormidableLabs__react-live.json","source_sha256":"971c31023cc08368273bdbb0d30907839a83488b0d4b5a318155e8bf0e4a71a0","fetched_at":"2026-10-10T20:20:12.160628+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":57.5,"score":57.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/FormidableLabs__react-live.json","source_sha256":"1a29b6866be7b0f3cbd70cf22387b64e874b75bcf8bbacb1c29d68f07190c300","fetched_at":"2026-10-08T12:02:34.203158+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/FormidableLabs__react-live.json","source_sha256":"ff05e38f477865196658d99c5c4fe37da9b1f882f1a4391c20558725c6a8605d","fetched_at":"2026-10-10T10:34:33.628523+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"gethomepage/homepage":{"detail":{"owner":"gethomepage","name":"homepage","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"8a546cba6fcd7bae871694812c4d9e6f602e4de1d9352cda6ab1664e84929816","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":998,"tie_group":null,"porchlamp":55.4,"coverage":0.7125,"tier":"B","tier_ceiling":"B","quadrant":"Nursery","leverage":49.31,"friction":36.02,"leverage_coverage":0.675,"friction_coverage":0.8,"p_responsiveness":87.466010123954,"c_responsiveness":0.8,"p_criticality":50.0,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":47.37999,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":54.2,"coverage":0.78,"tier":"C","rated":true},"balanced":{"porchlamp":55.4,"coverage":0.7125,"tier":"B","rated":true},"career_capital":{"porchlamp":52.41,"coverage":0.6325,"tier":"C","rated":true},"first_timer":{"porchlamp":55.58,"coverage":0.715,"tier":"B","rated":true},"senior_systems":{"porchlamp":54.0,"coverage":0.7175,"tier":"C","rated":true}},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/gethomepage__homepage.json","source_sha256":"5c47698b1c4bfccbb61933761e8df65bf3b0d0ff67378a3d81b0a7162bbd1b41","fetched_at":"2026-10-10T03:35:24.042776+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":52,"window_start":"2026-04-18T02:11:54.828802+00:00","window_end":"2026-07-17T02:11:54.828802+00:00","method":"primary","source":"raw/pr_window/gethomepage__homepage.json","source_sha256":"099c5af187ea739466cad1fec175af5af9f19bce661e5c513f9ece2433e03ae3","fetched_at":"2026-10-15T02:11:54.828802+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":21,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/gethomepage__homepage.json","source_sha256":"349eed4ca334d81d5be5f1ef0b48598393a3b29abce6f5db54ec81289627445f","fetched_at":"2026-10-13T02:33:56.287537+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":328,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/gethomepage__homepage.json","source_sha256":"7186ae3f01dc9805b05dc4e85a94430f007d214547d13aa2dfa2fe0bc051ad45","fetched_at":"2026-10-10T12:24:18.953985+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.30526315789473685,"score":38.94736842105263,"n":95,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/gethomepage__homepage.json","source_sha256":"099c5af187ea739466cad1fec175af5af9f19bce661e5c513f9ece2433e03ae3","fetched_at":"2026-10-15T02:11:54.828802+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/gethomepage__homepage.json","source_sha256":"5c47698b1c4bfccbb61933761e8df65bf3b0d0ff67378a3d81b0a7162bbd1b41","fetched_at":"2026-10-10T03:35:24.042776+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/gethomepage__homepage.json","source_sha256":"6117adc02e4ff8f6be3dcb9e1af06bbaf0cc055760fc29400be9a93d406f6652","fetched_at":"2026-10-09T03:28:06.963634+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/gethomepage__homepage.json","source_sha256":"5031e179c83f98e8197e752779627fd2017dfa60ca192635b59233792c1d2541","fetched_at":"2026-10-10T12:24:18.955898+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":81.0156,"score":81.0156,"n":256,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/gethomepage__homepage.json","source_sha256":"099c5af187ea739466cad1fec175af5af9f19bce661e5c513f9ece2433e03ae3","fetched_at":"2026-10-15T02:11:54.828802+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/gethomepage__homepage.json","source_sha256":"5c47698b1c4bfccbb61933761e8df65bf3b0d0ff67378a3d81b0a7162bbd1b41","fetched_at":"2026-10-10T03:35:24.042776+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0793,"score":9.9125,"n":290,"window_start":"2026-04-18T02:11:54.828802+00:00","window_end":"2026-10-15T02:11:54.828802+00:00","method":"primary","source":"raw/pr_window/gethomepage__homepage.json","source_sha256":"099c5af187ea739466cad1fec175af5af9f19bce661e5c513f9ece2433e03ae3","fetched_at":"2026-10-15T02:11:54.828802+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":0.9456,"score":100.0,"n":216,"window_start":"2026-04-18T02:11:54.828802+00:00","window_end":"2026-10-15T02:11:54.828802+00:00","method":"primary","source":"raw/pr_window/gethomepage__homepage.json","source_sha256":"099c5af187ea739466cad1fec175af5af9f19bce661e5c513f9ece2433e03ae3","fetched_at":"2026-10-15T02:11:54.828802+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":31.0594,"score":91.30702836004932,"n":187,"window_start":"2026-04-18T02:11:54.828802+00:00","window_end":"2026-10-15T02:11:54.828802+00:00","method":"primary","source":"raw/pr_window/gethomepage__homepage.json","source_sha256":"099c5af187ea739466cad1fec175af5af9f19bce661e5c513f9ece2433e03ae3","fetched_at":"2026-10-15T02:11:54.828802+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to gethomepage/homepage got a first human reply in a median of 0.9 hours (216 pull requests, 18 April to 15 October 2026); 31% got none within 14 days.","It ranks 998 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":998,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1286,"total":3696,"reason":null}},"similar":[{"owner":"bendlang","name":"bend","rank":988},{"owner":"rolldown","name":"tsdown","rank":992},{"owner":"eclipse-theia","name":"theia","rank":993},{"owner":"remeda","name":"remeda","rank":999},{"owner":"koodo-reader","name":"koodo-reader","rank":1011}]},"ggml-org/ggml":{"detail":{"owner":"ggml-org","name":"ggml","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"bcf68d8e24a05a9ffa4266e6b8d683d2a720a8832de29001c27b6b58e741769c","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1223,"tie_group":297,"porchlamp":53.49,"coverage":0.9775,"tier":"C","tier_ceiling":null,"quadrant":"Sweet Spot","leverage":52.91,"friction":40.66,"leverage_coverage":1.0,"friction_coverage":0.97,"p_responsiveness":62.975710559989,"c_responsiveness":1.0,"p_criticality":52.84,"c_criticality":1.0,"p_governance":76.75,"c_governance":1.0,"p_rigor":37.13328,"c_rigor":1.0,"p_accessibility":24.117647058824,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":50.08,"coverage":0.985,"tier":"C","rated":true},"balanced":{"porchlamp":53.49,"coverage":0.9775,"tier":"C","rated":true},"career_capital":{"porchlamp":51.14,"coverage":0.97,"tier":"C","rated":true},"first_timer":{"porchlamp":49.79,"coverage":0.955,"tier":"C","rated":true},"senior_systems":{"porchlamp":55.76,"coverage":0.9925,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ggml-org__ggml.json","source_sha256":"dcb5d9984a914157954819cda4f982b2c038331dce847d45e6d5a1b46d8c65ff","fetched_at":"2026-10-10T04:57:01.345414+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.7037,"score":87.9625,"n":27,"window_start":"2026-04-10T19:02:50.902395+00:00","window_end":"2026-07-09T19:02:50.902395+00:00","method":"primary","source":"raw/pr_window/ggml-org__ggml.json","source_sha256":"ca699a9d7320180f0273eeb79bfa1ec993739ccc29255e3306d6351cc3b7e231","fetched_at":"2026-10-07T19:02:50.902395+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":20.0,"score":20.0,"n":16,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/ggml-org__ggml.json","source_sha256":"bee7a991182e8f56975bbebd518c1b5f382b723670220a5353eb333e153c2cfb","fetched_at":"2026-10-13T02:48:39.086472+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":9,"score":100.0,"n":1000,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/ggml-org__ggml.json","source_sha256":"2e20ee449dc3ca89805c184c7ac7784b087a26cbe4f667f54322f60aca8f6202","fetched_at":"2026-10-10T13:37:28.723911+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.7647058823529411,"score":0.0,"n":51,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/ggml-org__ggml.json","source_sha256":"ca699a9d7320180f0273eeb79bfa1ec993739ccc29255e3306d6351cc3b7e231","fetched_at":"2026-10-07T19:02:50.902395+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ggml-org__ggml.json","source_sha256":"dcb5d9984a914157954819cda4f982b2c038331dce847d45e6d5a1b46d8c65ff","fetched_at":"2026-10-10T04:57:01.345414+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4091,"score":51.1375,"n":22,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ggml-org__ggml.json","source_sha256":"e5d2d004c9553417eac463ee86292f6e22ec14e279f1753d29a881c002b3d371","fetched_at":"2026-10-10T21:32:05.039082+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.25,"score":50.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/ggml-org__ggml.json","source_sha256":"e5d2d004c9553417eac463ee86292f6e22ec14e279f1753d29a881c002b3d371","fetched_at":"2026-10-10T21:32:05.039082+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/ggml-org__ggml.json","source_sha256":"dd0f4cdf14d6ea562d23f96f0493c32f81a9b6babe4e5fcbd7426970239b1eff","fetched_at":"2026-10-09T06:33:17.795027+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5284,"score":52.839999999999996,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/ggml-org__ggml.json","source_sha256":"2e6a8b809180c005daf7dadbfe79f33b40b97f5241775591fe2034356b82e659","fetched_at":"2026-10-10T13:37:28.727058+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":53.7582,"score":53.7582,"n":91,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/ggml-org__ggml.json","source_sha256":"ca699a9d7320180f0273eeb79bfa1ec993739ccc29255e3306d6351cc3b7e231","fetched_at":"2026-10-09T06:33:20.353919+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/ggml-org__ggml.json","source_sha256":"dcb5d9984a914157954819cda4f982b2c038331dce847d45e6d5a1b46d8c65ff","fetched_at":"2026-10-10T04:57:01.345414+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0968,"score":12.1,"n":31,"window_start":"2026-04-10T19:02:50.902395+00:00","window_end":"2026-10-07T19:02:50.902395+00:00","method":"primary","source":"raw/pr_window/ggml-org__ggml.json","source_sha256":"ca699a9d7320180f0273eeb79bfa1ec993739ccc29255e3306d6351cc3b7e231","fetched_at":"2026-10-07T19:02:50.902395+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":22.8961,"score":76.69831318978416,"n":11,"window_start":"2026-04-10T19:02:50.902395+00:00","window_end":"2026-10-07T19:02:50.902395+00:00","method":"primary","source":"raw/pr_window/ggml-org__ggml.json","source_sha256":"ca699a9d7320180f0273eeb79bfa1ec993739ccc29255e3306d6351cc3b7e231","fetched_at":"2026-10-07T19:02:50.902395+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":126.2028,"score":77.48091603053436,"n":10,"window_start":"2026-04-10T19:02:50.902395+00:00","window_end":"2026-10-07T19:02:50.902395+00:00","method":"primary","source":"raw/pr_window/ggml-org__ggml.json","source_sha256":"ca699a9d7320180f0273eeb79bfa1ec993739ccc29255e3306d6351cc3b7e231","fetched_at":"2026-10-07T19:02:50.902395+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to ggml-org/ggml got a first human reply in a median of 22.9 hours (11 pull requests, 10 April to 7 October 2026); 76% got none within 14 days.","It ranks 1,223 of 3,219 overall.","For first-time contributors it ranks 1,122 of 1,525 (the bottom 27%)."],"standings":{"balanced":{"rank":1223,"total":3219,"reason":null},"first_timer":{"rank":1122,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":566,"total":1276,"reason":null},"ai_assisted":{"rank":1852,"total":3696,"reason":null}},"similar":[{"owner":"stlink-org","name":"stlink","rank":1214},{"owner":"chrxh","name":"alien","rank":1219},{"owner":"clementine-player","name":"Clementine","rank":1225},{"owner":"jellyfin","name":"jellyfin-desktop","rank":1234},{"owner":"BruceDevices","name":"firmware","rank":1238}]},"google/adk-go":{"detail":{"owner":"google","name":"adk-go","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"0969e87901fa6937231fb79a5e8a0c419358409bcf9afebaec5aa237ef090466","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.51,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":27.822715664439,"c_criticality":1.0,"p_governance":50.0,"c_governance":0.7,"p_rigor":95.0,"c_rigor":0.3,"p_accessibility":44.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.46,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.51,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.585,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.385,"tier":null,"rated":false},"senior_systems":{"porchlamp":51.1,"coverage":0.61,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__adk-go.json","source_sha256":"2080c7690c1965ab47d70f1c7c53d50b5e554326df4b5e1d0f7b9fbdfd455dab","fetched_at":"2026-10-10T06:45:08.601631+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.478841870824054,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/google__adk-go.json","source_sha256":"3228af2878521f66764544fa163619201a60a9c7ed90ede0334e9b373742f16e","fetched_at":"2026-10-11T11:40:54.724719+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/google__adk-go.json","source_sha256":"855ab818cf9528765337ba2456928735a262c922861a28dbd805d44fc9bafc15","fetched_at":"2026-10-13T03:06:14.968995+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":584,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/google__adk-go.json","source_sha256":"7762f80824ee2a59539ba3bd0b1b09417a18acf238d0ba707018b3b72c34b60c","fetched_at":"2026-10-10T15:29:50.961431+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"CORP_CLA","score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__adk-go.json","source_sha256":"2080c7690c1965ab47d70f1c7c53d50b5e554326df4b5e1d0f7b9fbdfd455dab","fetched_at":"2026-10-10T06:45:08.601631+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/google__adk-go.json","source_sha256":"66120f48a3d6d89f3384584b4475bac164aaf9dbf446e45ca27998a7753bfc5d","fetched_at":"2026-10-09T11:45:05.963993+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4193,"score":41.93,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/google__adk-go.json","source_sha256":"d05bc4e36a93c9d2e9b21a9d57c2c47aa33f1c49bf3ebaa394fcfcce98175804","fetched_at":"2026-10-11T11:40:54.724719+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"google/grafika":{"detail":{"owner":"google","name":"grafika","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"a09a5d3b22a775a224b20cf2db4323f1c8afc44d433a397f6c2103b5487ec4ed","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"google/latexify_py":{"detail":{"owner":"google","name":"latexify_py","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"85824da64d502897f0c2e7edb3fbedc55961b2e109dbe8a7c28db4216862018f","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"google/wuffs":{"detail":{"owner":"google","name":"wuffs","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"f2f43868225f1ca2a8890f2ebb7aec6b95453fa3a8aa6202a6b795f004554d66","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3125,"tie_group":758,"porchlamp":29.45,"coverage":0.6075,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":38.27,"friction":82.3,"leverage_coverage":0.91,"friction_coverage":0.37,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":37.31,"c_criticality":1.0,"p_governance":29.5,"c_governance":1.0,"p_rigor":45.714285714286,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":34.86,"coverage":0.63,"tier":"D","rated":true},"balanced":{"porchlamp":29.45,"coverage":0.6075,"tier":"D","rated":true},"career_capital":{"porchlamp":27.57,"coverage":0.64,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":34.8,"coverage":0.7575,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__wuffs.json","source_sha256":"d635ba5fa46119dee6b8bd9664079022baf5256bd475c026017c9763acce9995","fetched_at":"2026-10-10T10:02:03.040981+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":151,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/google__wuffs.json","source_sha256":"25e7932d13abb8eb42155da3cbb8dffe16f2d5ecf0387a53712e553b255c124c","fetched_at":"2026-10-10T17:56:10.989214+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.3333333333333333,"score":null,"n":3,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"CORP_CLA","score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__wuffs.json","source_sha256":"d635ba5fa46119dee6b8bd9664079022baf5256bd475c026017c9763acce9995","fetched_at":"2026-10-10T10:02:03.040981+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/google__wuffs.json","source_sha256":"11e8ac75fc6794e5eab3e4b28a9c9ed4d0c6df8cd00abc2cf58bd632798609bb","fetched_at":"2026-10-09T20:56:53.908899+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3731,"score":37.31,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/google__wuffs.json","source_sha256":"685bc9936988a72411fd6c1813c0bee4c9265f4b25102017989791bdb681ffc5","fetched_at":"2026-10-10T17:56:10.989942+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":50.0,"score":50.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/google__wuffs.json","source_sha256":"3193e81334a540b34aad6132a295f46a5abbc4ac54e120ea6a43af708c6c4c03","fetched_at":"2026-10-08T11:17:32.277915+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/google__wuffs.json","source_sha256":"d635ba5fa46119dee6b8bd9664079022baf5256bd475c026017c9763acce9995","fetched_at":"2026-10-10T10:02:03.040981+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}],"answer":["For google/wuffs, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 3 pull requests counted; 10 needed).","It ranks 3,125 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3125,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3452,"total":3696,"reason":null}},"similar":[{"owner":"sqlcipher","name":"sqlcipher","rank":3126},{"owner":"SchedMD","name":"slurm","rank":3131},{"owner":"erincatto","name":"box3d","rank":3135},{"owner":"istoreos","name":"istoreos","rank":3136},{"owner":"ufrisk","name":"MemProcFS","rank":3138}]},"graph-gophers/graphql-go":{"detail":{"owner":"graph-gophers","name":"graphql-go","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"16e8b1d77013fe79c2c311cacb52546adf6ef80ee4394b02c4579065f95da6f4","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1951,"tie_group":503,"porchlamp":47.51,"coverage":0.825,"tier":"C","tier_ceiling":"A","quadrant":"Crucible","leverage":55.85,"friction":57.28,"leverage_coverage":1.0,"friction_coverage":0.7,"p_responsiveness":49.132495743192,"c_responsiveness":0.6,"p_criticality":67.341688195991,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":40.2625,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":46.46,"coverage":0.87,"tier":"C","rated":true},"balanced":{"porchlamp":47.51,"coverage":0.825,"tier":"C","rated":true},"career_capital":{"porchlamp":48.0,"coverage":0.82,"tier":"C","rated":true},"first_timer":{"porchlamp":40.03,"coverage":0.71,"tier":"C","rated":true},"senior_systems":{"porchlamp":52.37,"coverage":0.915,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/graph-gophers__graphql-go.json","source_sha256":"236563fb17acb1c23286f4d3b7d25b594e8509a1eb0e3b2a5ced19fc56417dfb","fetched_at":"2026-10-10T10:24:35.596650+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":1931,"score":87.86191536748329,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/graph-gophers__graphql-go.json","source_sha256":"ea90124c1acbde357f84e2e7bf6b88f7929cf531cbff8865b01a656bcfac679b","fetched_at":"2026-10-11T12:02:20.439117+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/graph-gophers__graphql-go.json","source_sha256":"b67c263dd4db34bd37bfddec35d0bff7738ac001e4b0e8a56679958d24281c45","fetched_at":"2026-10-13T04:06:06.668121+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":114,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/graph-gophers__graphql-go.json","source_sha256":"af165b40fc18c8905c5c471e7eadf6c074cc28392cb8a85bb52a8f975625aecd","fetched_at":"2026-10-10T17:59:01.569375+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.2,"score":null,"n":5,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/graph-gophers__graphql-go.json","source_sha256":"236563fb17acb1c23286f4d3b7d25b594e8509a1eb0e3b2a5ced19fc56417dfb","fetched_at":"2026-10-10T10:24:35.596650+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6,"score":75.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/graph-gophers__graphql-go.json","source_sha256":"d588cdea104e66f1be245a6bb40ec97d8f3faeafeb359aa55293616b56dce027","fetched_at":"2026-10-11T02:38:56.686445+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/graph-gophers__graphql-go.json","source_sha256":"b0695edd5c2fc223a491a4ffbce5dbf9900292c2c530c8f5690a8915e633cf87","fetched_at":"2026-10-09T21:42:20.200356+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4389,"score":43.89,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/graph-gophers__graphql-go.json","source_sha256":"1cd2dc9d148ede41796212b57b52a37e4b999d0a765cad43897ec3187007a58c","fetched_at":"2026-10-11T12:02:20.439117+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":62.5,"score":62.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/graph-gophers__graphql-go.json","source_sha256":"ebed3777db736f4691e413dc9665fcb83545cee0c889c1d20b80c5affc36235e","fetched_at":"2026-10-08T11:31:53.198713+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/graph-gophers__graphql-go.json","source_sha256":"236563fb17acb1c23286f4d3b7d25b594e8509a1eb0e3b2a5ced19fc56417dfb","fetched_at":"2026-10-10T10:24:35.596650+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.087,"score":10.875,"n":23,"window_start":"2026-04-19T15:56:22.516660+00:00","window_end":"2026-10-16T15:56:22.516660+00:00","method":"primary","source":"raw/pr_window/graph-gophers__graphql-go.json","source_sha256":"4fb7018bc95d3d1bc510ec6c7b04c99a82eca6bc4d785d7821f0559b2206448a","fetched_at":"2026-10-16T15:56:22.516660+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":57.2153,"score":43.6658353682402,"n":17,"window_start":"2026-04-19T15:56:22.516660+00:00","window_end":"2026-10-16T15:56:22.516660+00:00","method":"primary","source":"raw/pr_window/graph-gophers__graphql-go.json","source_sha256":"4fb7018bc95d3d1bc510ec6c7b04c99a82eca6bc4d785d7821f0559b2206448a","fetched_at":"2026-10-16T15:56:22.516660+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":1067.385,"score":13.797468354430379,"n":19,"window_start":"2026-04-19T15:56:22.516660+00:00","window_end":"2026-10-16T15:56:22.516660+00:00","method":"primary","source":"raw/pr_window/graph-gophers__graphql-go.json","source_sha256":"4fb7018bc95d3d1bc510ec6c7b04c99a82eca6bc4d785d7821f0559b2206448a","fetched_at":"2026-10-16T15:56:22.516660+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to graph-gophers/graphql-go got a first human reply in a median of 2.4 days (17 pull requests, 19 April to 16 October 2026).","The share with no reply within 14 days has too small a sample to measure (5 pull requests counted; 10 needed).","It ranks 1,951 of 3,219 overall.","For first-time contributors it ranks 1,444 of 1,525 (the bottom 6%)."],"standings":{"balanced":{"rank":1951,"total":3219,"reason":null},"first_timer":{"rank":1444,"total":1525,"reason":null},"career_capital":{"rank":711,"total":798,"reason":null},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2375,"total":3696,"reason":null}},"similar":[{"owner":"dlvhdr","name":"gh-dash","rank":1940},{"owner":"fabiolb","name":"fabio","rank":1943},{"owner":"CrunchyData","name":"postgres-operator","rank":1956},{"owner":"slack-go","name":"slack","rank":1957},{"owner":"FiloSottile","name":"age","rank":1963}]},"hangwin/mcp-chrome":{"detail":{"owner":"hangwin","name":"mcp-chrome","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"1285e3abf8d49fdf04853567b95cbebb0888c9e29eff012fe4ac4ff7928928d7","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":["closed_unread"],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"jacob-bd/gemini-notebook-mcp-cli":{"detail":{"owner":"jacob-bd","name":"gemini-notebook-mcp-cli","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"c0d31c7fe5ef22f2fde412bedfcf542aef639a99f0b007bd7cd53e0671f34d5d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":762,"tie_group":168,"porchlamp":57.26,"coverage":1.0,"tier":"B","tier_ceiling":null,"quadrant":"Nursery","leverage":39.4,"friction":25.88,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":93.730584599239,"c_responsiveness":1.0,"p_criticality":30.909496130801,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":46.15849,"c_rigor":1.0,"p_accessibility":60.5,"c_accessibility":1.0,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":54.71,"coverage":1.0,"tier":"C","rated":true},"balanced":{"porchlamp":57.26,"coverage":1.0,"tier":"B","rated":true},"career_capital":{"porchlamp":53.86,"coverage":1.0,"tier":"C","rated":true},"first_timer":{"porchlamp":66.24,"coverage":1.0,"tier":"B","rated":true},"senior_systems":{"porchlamp":49.76,"coverage":1.0,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"73c8245c527f7e592d856121f84b317315aef7dd4797196bb269cba065a7500c","fetched_at":"2026-10-10T08:31:36.572815+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.934065934065934,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"0b6dac3c62bf0bf3e78bf579eba7676e0dec5b1c13bc3b960325d3982d9a8107","fetched_at":"2026-10-10T18:27:39.963218+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":65047,"score":41.61147902869757,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/pypi__gemini-notebook-mcp-cli.json","source_sha256":"aa61e1c164bb920a500c8c93b3600553e379489c1cfb52757eae6258f2c9289c","fetched_at":"2026-10-10T12:02:37.883338+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":41,"window_start":"2026-04-19T04:42:01.430178+00:00","window_end":"2026-07-18T04:42:01.430178+00:00","method":"primary","source":"raw/pr_window/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"d562b9876678d8e55443067706ddd71692bdad5851284389efe82f45f6cb47ac","fetched_at":"2026-10-16T04:42:01.430178+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"8d31d3e99b29f380832a4b711a102b432466556f5adc2b46068624296c3e71e1","fetched_at":"2026-10-13T03:20:19.699943+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":937,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"ccb759a13630b619e57b1db643fd7e7f079ff38188defbc4f0060485251f4cb1","fetched_at":"2026-10-10T16:43:54.585094+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":100.0,"n":71,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"d562b9876678d8e55443067706ddd71692bdad5851284389efe82f45f6cb47ac","fetched_at":"2026-10-16T04:42:01.430178+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"73c8245c527f7e592d856121f84b317315aef7dd4797196bb269cba065a7500c","fetched_at":"2026-10-10T08:31:36.572815+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.6346,"score":79.325,"n":52,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"8c69cfc609c5849215ee9829236b51757854f3b17d2f583bfcd6755790cc52cd","fetched_at":"2026-10-11T00:57:12.890342+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.5,"score":100.0,"n":18,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"8c69cfc609c5849215ee9829236b51757854f3b17d2f583bfcd6755790cc52cd","fetched_at":"2026-10-11T00:57:12.890342+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"065767cadd890640292cabcfc757d790c14d593397cc5f921b664d7b3dc04458","fetched_at":"2026-10-09T15:57:48.040383+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4038,"score":40.38,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"e9caf2c64f4bbe874c4a58b16a2b1ab5a6e08d3d05193c82e9a34be0d5b10b0d","fetched_at":"2026-10-10T18:27:39.963218+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":39.8431,"score":39.8431,"n":102,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"d562b9876678d8e55443067706ddd71692bdad5851284389efe82f45f6cb47ac","fetched_at":"2026-10-16T04:42:01.430178+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"73c8245c527f7e592d856121f84b317315aef7dd4797196bb269cba065a7500c","fetched_at":"2026-10-10T08:31:36.572815+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.6667,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"8c69cfc609c5849215ee9829236b51757854f3b17d2f583bfcd6755790cc52cd","fetched_at":"2026-10-11T00:57:12.890342+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0459,"score":5.737500000000001,"n":109,"window_start":"2026-04-19T04:42:01.430178+00:00","window_end":"2026-10-16T04:42:01.430178+00:00","method":"primary","source":"raw/pr_window/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"d562b9876678d8e55443067706ddd71692bdad5851284389efe82f45f6cb47ac","fetched_at":"2026-10-16T04:42:01.430178+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":13.6731,"score":95.29235085791372,"n":28,"window_start":"2026-04-19T04:42:01.430178+00:00","window_end":"2026-10-16T04:42:01.430178+00:00","method":"primary","source":"raw/pr_window/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"d562b9876678d8e55443067706ddd71692bdad5851284389efe82f45f6cb47ac","fetched_at":"2026-10-16T04:42:01.430178+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":30.7019,"score":92.77879341864717,"n":93,"window_start":"2026-04-19T04:42:01.430178+00:00","window_end":"2026-10-16T04:42:01.430178+00:00","method":"primary","source":"raw/pr_window/jacob-bd__gemini-notebook-mcp-cli.json","source_sha256":"d562b9876678d8e55443067706ddd71692bdad5851284389efe82f45f6cb47ac","fetched_at":"2026-10-16T04:42:01.430178+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to jacob-bd/gemini-notebook-mcp-cli got a first human reply in a median of 13.7 hours (28 pull requests, 19 April to 16 October 2026); 0% got none within 14 days.","It ranks 762 of 3,219 overall.","For first-time contributors it ranks 185 of 1,525 (the top 13%)."],"standings":{"balanced":{"rank":762,"total":3219,"reason":null},"first_timer":{"rank":185,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":1217,"total":3696,"reason":null}},"similar":[{"owner":"NevaMind-AI","name":"memU","rank":759},{"owner":"remsky","name":"Kokoro-FastAPI","rank":760},{"owner":"AdnanHodzic","name":"auto-cpufreq","rank":764},{"owner":"kyutai-labs","name":"pocket-tts","rank":765},{"owner":"Rapptz","name":"discord.py","rank":770}]},"kodu-ai/claude-coder":{"detail":{"owner":"kodu-ai","name":"claude-coder","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"66e7f705b1d27c86c90c4b046feff1f3d143d69ca2ee02502b98e4f8f10b0d77","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"mesop-dev/mesop":{"detail":{"owner":"mesop-dev","name":"mesop","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"865cc29c755915e8866e4ca0edc4a05f8598a5ad88d862b50dc393f88ab3e0f8","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"microsoft/TypeScript-React-Starter":{"detail":{"owner":"microsoft","name":"TypeScript-React-Starter","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"07f28800fa8b3bb6fb33dee51a458489c107115199409f6e26824745e92d516f","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"MLEveryday/100-Days-Of-ML-Code":{"detail":{"owner":"MLEveryday","name":"100-Days-Of-ML-Code","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"2cf2c2810a62bde94fa3d67884bea77669f62070bdb817770be9a907cbb0a260","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"Netflix/eureka":{"detail":{"owner":"Netflix","name":"eureka","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"93663750e4091b684e37dd9be39a9b0b0f8256c9ae9860bd1ed2b4590dcb0082","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":47.546991869919,"c_criticality":1.0,"p_governance":50.384615384615,"c_governance":0.65,"p_rigor":47.142857142857,"c_rigor":0.7,"p_accessibility":21.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":41.39,"coverage":0.6175,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":46.72,"coverage":0.6775,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Netflix__eureka.json","source_sha256":"6f556cb3bfcd38795bb1eb3e6224b961d27d6e9cfb812def1ad25537b32bfb26","fetched_at":"2026-10-10T05:34:25.787431+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":194,"score":60.97560975609756,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Netflix__eureka.json","source_sha256":"d7a5f3f49e3b0be3656c335e42ace81b5f00bf59f8c038bf5c8e06ed2b952d97","fetched_at":"2026-10-10T16:13:57.333465+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":24,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Netflix__eureka.json","source_sha256":"880fc2305d23b7511235fad8893ceb1ec2892e505b3974cf7e83d6cf17801a0d","fetched_at":"2026-10-13T02:53:35.519042+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":27,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":4,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Netflix__eureka.json","source_sha256":"6f556cb3bfcd38795bb1eb3e6224b961d27d6e9cfb812def1ad25537b32bfb26","fetched_at":"2026-10-10T05:34:25.787431+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Netflix__eureka.json","source_sha256":"1317b9487dd2898f5a9cf682dbc6b4cd28a0466c19e03237e0bb98749e1e8144","fetched_at":"2026-10-09T07:50:07.049274+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.322,"score":32.2,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Netflix__eureka.json","source_sha256":"31f41c86cd8e33b59c2ab34d9681293e407c141e50438e5eabf43ed3c041c74d","fetched_at":"2026-10-10T16:13:57.333465+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":52.5,"score":52.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/Netflix__eureka.json","source_sha256":"87b49093daf6404a4158fa9ac88db44cd5540c2caf2c45b447cfbd5fd9df9fa4","fetched_at":"2026-10-07T18:32:24.171196+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"CLOSED","score":10.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Netflix__eureka.json","source_sha256":"6f556cb3bfcd38795bb1eb3e6224b961d27d6e9cfb812def1ad25537b32bfb26","fetched_at":"2026-10-10T05:34:25.787431+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"obi1kenobi/trustfall":{"detail":{"owner":"obi1kenobi","name":"trustfall","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b22df0f222b02218daf777314d3d8c327ebf6efa4396c021a6cff02406e810df","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3074,"tie_group":null,"porchlamp":31.69,"coverage":0.7375,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":42.3,"friction":75.36,"leverage_coverage":1.0,"friction_coverage":0.525,"p_responsiveness":12.979797979798,"c_responsiveness":0.25,"p_criticality":44.769247850017,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":32.70957,"c_rigor":1.0,"p_accessibility":15.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":32.07,"coverage":0.8,"tier":"D","rated":true},"balanced":{"porchlamp":31.69,"coverage":0.7375,"tier":"D","rated":true},"career_capital":{"porchlamp":32.11,"coverage":0.75,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.5875,"tier":null,"rated":false},"senior_systems":{"porchlamp":37.53,"coverage":0.8625,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/obi1kenobi__trustfall.json","source_sha256":"d2e2c4bf3d582f69d14c8d725e89d3de44e3e4ff51300f46190c7be5f1c4c006","fetched_at":"2026-10-10T11:34:54.442290+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":9,"score":54.53216374269006,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/obi1kenobi__trustfall.json","source_sha256":"21df6f95204a9efeb0485b2f89ee63af6b55ec338ad21ed1d4b394a7c83fbddc","fetched_at":"2026-10-10T20:59:24.522673+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":41660,"score":51.3235294117647,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__trustfall.json","source_sha256":"5e3224d0f7f76f85ff354d455959b04558fb6ccaf5f435972b4431e0328b6e18","fetched_at":"2026-10-10T21:31:53.691617+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/obi1kenobi__trustfall.json","source_sha256":"779e9c92ba8ec8f44049d56b68d52404618546283c0c82710f56ab09225236fe","fetched_at":"2026-10-13T04:17:28.807971+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":124,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/obi1kenobi__trustfall.json","source_sha256":"c953e0b9240d516b996935f76ae0e0192acb4c05ff44038d61607c73ffad2978","fetched_at":"2026-10-10T19:05:20.349619+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.6153846153846154,"score":0.0,"n":13,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/obi1kenobi__trustfall.json","source_sha256":"97780f0be93eb9e2c5e41bfc2f6c430e78eae23e524b2891dba39cdf52b889c5","fetched_at":"2026-10-17T05:32:00.935533+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/obi1kenobi__trustfall.json","source_sha256":"d2e2c4bf3d582f69d14c8d725e89d3de44e3e4ff51300f46190c7be5f1c4c006","fetched_at":"2026-10-10T11:34:54.442290+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/obi1kenobi__trustfall.json","source_sha256":"ef027cb9224e4c2c1f1b5696398bbd4269db60b5ee7019bee3b60c9333a82a48","fetched_at":"2026-10-10T01:57:25.755397+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2893,"score":28.93,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/obi1kenobi__trustfall.json","source_sha256":"e84307a9e7448fc7763a1a3aa04812abf4c4cfac1d2d9bbddbc4c59c9f03fad5","fetched_at":"2026-10-10T20:59:24.522673+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":36.1458,"score":36.1458,"n":64,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/obi1kenobi__trustfall.json","source_sha256":"97780f0be93eb9e2c5e41bfc2f6c430e78eae23e524b2891dba39cdf52b889c5","fetched_at":"2026-10-17T05:32:00.935533+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/obi1kenobi__trustfall.json","source_sha256":"d2e2c4bf3d582f69d14c8d725e89d3de44e3e4ff51300f46190c7be5f1c4c006","fetched_at":"2026-10-10T11:34:54.442290+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.1667,"score":20.8375,"n":12,"window_start":"2026-04-20T05:32:00.935533+00:00","window_end":"2026-10-17T05:32:00.935533+00:00","method":"primary","source":"raw/pr_window/obi1kenobi__trustfall.json","source_sha256":"97780f0be93eb9e2c5e41bfc2f6c430e78eae23e524b2891dba39cdf52b889c5","fetched_at":"2026-10-17T05:32:00.935533+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":479.3692,"score":32.44949494949495,"n":9,"window_start":"2026-04-20T05:32:00.935533+00:00","window_end":"2026-10-17T05:32:00.935533+00:00","method":"primary","source":"raw/pr_window/obi1kenobi__trustfall.json","source_sha256":"97780f0be93eb9e2c5e41bfc2f6c430e78eae23e524b2891dba39cdf52b889c5","fetched_at":"2026-10-17T05:32:00.935533+00:00","unmeasured_reason":null}],"answer":["For obi1kenobi/trustfall, the reply time has too small a sample to measure (0 pull requests counted; 10 needed).","62% of 13 outside pull requests got no reply within 14 days (20 April to 17 October 2026).","It ranks 3,074 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":3074,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3554,"total":3696,"reason":null}},"similar":[{"owner":"svenstaro","name":"genact","rank":3043},{"owner":"hatoo","name":"oha","rank":3053},{"owner":"reacherhq","name":"check-if-email-exists","rank":3071},{"owner":"arcboxlabs","name":"arcbox","rank":3094},{"owner":"kubie-org","name":"kubie","rank":3113}]},"open-falcon/falcon-plus":{"detail":{"owner":"open-falcon","name":"falcon-plus","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"eb7679632ffd352ff2a9aa1521af317f33523e3d0fa6f5fa9cf654e885ed9221","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"openedx/openedx-platform":{"detail":{"owner":"openedx","name":"openedx-platform","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"52619c7bad08c8e87c139f90e0d5dc4e28a3a6f9015c35ea3f333e6b56a3fcd6","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.3475,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":51.28,"c_criticality":0.35,"p_governance":50.0,"c_governance":0.7,"p_rigor":40.0,"c_rigor":0.3,"p_accessibility":68.06876,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.33,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.3475,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.3575,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.32,"tier":null,"rated":false},"senior_systems":{"porchlamp":null,"coverage":0.3825,"tier":null,"rated":false}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/openedx__openedx-platform.json","source_sha256":"79fa280b71b88ba7fe2f40226a2cc91ceab264cd36b19f5e76eff7fe6ed46ae2","fetched_at":"2026-10-10T06:57:44.956783+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":40.2292,"score":40.2292,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/openedx__openedx-platform.json","source_sha256":"b63fd3739c342b22c6bf644a58c33740eaffdc30f1f38f8b150b9671668fe700","fetched_at":"2026-10-13T03:08:41.803580+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":938,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/openedx__openedx-platform.json","source_sha256":"c683d8f7b3d25b15018d811af2d0e0a619a855f47bc86ba39d692287ce5581cd","fetched_at":"2026-10-10T15:38:20.635407+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"CORP_CLA","score":25.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/openedx__openedx-platform.json","source_sha256":"79fa280b71b88ba7fe2f40226a2cc91ceab264cd36b19f5e76eff7fe6ed46ae2","fetched_at":"2026-10-10T06:57:44.956783+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":8,"score":80.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/openedx__openedx-platform.json","source_sha256":"b8af288c11d2188b3e18e135381bec4ef09eb76184e2a05d986bf3ec28a086fc","fetched_at":"2026-10-09T12:38:19.896172+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5128,"score":51.28,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/openedx__openedx-platform.json","source_sha256":"e930189e44b1cd97bc06a728f8469269b48772dc41a311058677f0bc71cd7552","fetched_at":"2026-10-10T15:38:20.638574+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"openfga/openfga":{"detail":{"owner":"openfga","name":"openfga","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"7f69930329622928d5aeb752a1c952929a163816b81283c2db78cee3ced0b708","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":781,"tie_group":174,"porchlamp":57.09,"coverage":0.925,"tier":"B","tier_ceiling":"A","quadrant":"Nursery","leverage":48.88,"friction":32.66,"leverage_coverage":1.0,"friction_coverage":0.9,"p_responsiveness":78.385802843766,"c_responsiveness":1.0,"p_criticality":26.898715664439,"c_criticality":1.0,"p_governance":64.5,"c_governance":1.0,"p_rigor":75.0925,"c_rigor":1.0,"p_accessibility":44.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold"},"persona_composites":{"ai_assisted":{"porchlamp":61.41,"coverage":0.95,"tier":"B","rated":true},"balanced":{"porchlamp":57.09,"coverage":0.925,"tier":"B","rated":true},"career_capital":{"porchlamp":51.08,"coverage":0.9,"tier":"C","rated":true},"first_timer":{"porchlamp":60.51,"coverage":0.85,"tier":"B","rated":true},"senior_systems":{"porchlamp":54.52,"coverage":0.975,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/openfga__openfga.json","source_sha256":"4af80e5ca0ec5fb33657d171bd33cd711bd7500eab69b5e2df857a058b555a7a","fetched_at":"2026-10-10T08:52:29.538513+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.478841870824054,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/openfga__openfga.json","source_sha256":"6a64c6e0d5dd992dcf66ad57b5a71db6141a9c50fd729d87a6509405cd48d0cb","fetched_at":"2026-10-11T11:54:16.639863+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.7528,"score":94.10000000000001,"n":89,"window_start":"2026-04-19T07:47:48.939863+00:00","window_end":"2026-07-18T07:47:48.939863+00:00","method":"primary","source":"raw/pr_window/openfga__openfga.json","source_sha256":"c4cade533d77f773b9ff259e7e36ff2de64ece8bd9df56a388d72feac6df6fef","fetched_at":"2026-10-16T07:47:48.939863+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/openfga__openfga.json","source_sha256":"9ae54b688f0a71c0188dda68c97a204f636ec545430a6376b412abbac79b88df","fetched_at":"2026-10-13T03:25:28.336946+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":278,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/openfga__openfga.json","source_sha256":"17cc0427ba59f990fe3198e34889c73281ae2bb3917339a774e92ff8278a8b1a","fetched_at":"2026-10-10T16:58:54.703998+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3013698630136986,"score":39.726027397260275,"n":146,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/openfga__openfga.json","source_sha256":"c4cade533d77f773b9ff259e7e36ff2de64ece8bd9df56a388d72feac6df6fef","fetched_at":"2026-10-16T07:47:48.939863+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"FOUNDATION_CLA","score":75.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/openfga__openfga.json","source_sha256":"4af80e5ca0ec5fb33657d171bd33cd711bd7500eab69b5e2df857a058b555a7a","fetched_at":"2026-10-10T08:52:29.538513+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.55,"score":68.75,"n":20,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/openfga__openfga.json","source_sha256":"726d4203ef545e742f7763ae4398445528ba1eac317c929756b6f4a223bc3931","fetched_at":"2026-10-11T01:34:50.597126+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":2,"score":20.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/openfga__openfga.json","source_sha256":"38fd91acbf2e043f342112abcf04947e16d7c0ed1f740a045523495a16625b78","fetched_at":"2026-10-09T17:45:24.609578+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3995,"score":39.95,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/openfga__openfga.json","source_sha256":"ad91f54c77045cffc361cb66e4eddc3b8fdc2e46ea15c71f19e50f76bbacefef","fetched_at":"2026-10-11T11:54:16.639863+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":94.0,"score":94.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/openfga__openfga.json","source_sha256":"6bd8406d89ac3452b541ddcc26fdcc5c01adb625399b1ed01fbc47796ec5c842","fetched_at":"2026-10-08T01:51:51.090367+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/openfga__openfga.json","source_sha256":"4af80e5ca0ec5fb33657d171bd33cd711bd7500eab69b5e2df857a058b555a7a","fetched_at":"2026-10-10T08:52:29.538513+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.2398,"score":29.975,"n":171,"window_start":"2026-04-19T07:47:48.939863+00:00","window_end":"2026-10-16T07:47:48.939863+00:00","method":"primary","source":"raw/pr_window/openfga__openfga.json","source_sha256":"c4cade533d77f773b9ff259e7e36ff2de64ece8bd9df56a388d72feac6df6fef","fetched_at":"2026-10-16T07:47:48.939863+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":5.4196,"score":100.0,"n":136,"window_start":"2026-04-19T07:47:48.939863+00:00","window_end":"2026-10-16T07:47:48.939863+00:00","method":"primary","source":"raw/pr_window/openfga__openfga.json","source_sha256":"c4cade533d77f773b9ff259e7e36ff2de64ece8bd9df56a388d72feac6df6fef","fetched_at":"2026-10-16T07:47:48.939863+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":344.1972,"score":51.51898734177215,"n":114,"window_start":"2026-04-19T07:47:48.939863+00:00","window_end":"2026-10-16T07:47:48.939863+00:00","method":"primary","source":"raw/pr_window/openfga__openfga.json","source_sha256":"c4cade533d77f773b9ff259e7e36ff2de64ece8bd9df56a388d72feac6df6fef","fetched_at":"2026-10-16T07:47:48.939863+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to openfga/openfga got a first human reply in a median of 5.4 hours (136 pull requests, 19 April to 16 October 2026); 30% got none within 14 days.","It ranks 781 of 3,219 overall.","For first-time contributors it ranks 518 of 1,525 (the top 34%)."],"standings":{"balanced":{"rank":781,"total":3219,"reason":null},"first_timer":{"rank":518,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":625,"total":1276,"reason":null},"ai_assisted":{"rank":508,"total":3696,"reason":null}},"similar":[{"owner":"danielgtaylor","name":"huma","rank":763},{"owner":"smallstep","name":"certificates","rank":766},{"owner":"operator-framework","name":"operator-sdk","rank":777},{"owner":"magefile","name":"mage","rank":789},{"owner":"containerd","name":"nerdctl","rank":793}]},"pd4d10/hashmd":{"detail":{"owner":"pd4d10","name":"hashmd","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"a34903bfebb6325023a685b6d9d8f20d80f8c77a9ba5943b0952f581cff7bc43","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"pot-app/pot-desktop":{"detail":{"owner":"pot-app","name":"pot-desktop","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"28d8120998059179a6cb08ca5227a56a80a72f8ebc7892fc136d3e2520f98d4f","eligible":false,"gate_reason":"archived","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"archived","career_capital":"archived","first_timer":"archived","senior_systems":"archived"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"quarkusio/quarkus":{"detail":{"owner":"quarkusio","name":"quarkus","ecosystem":"maven","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b8d0bf75f393a496eac460e1212b0f0edbb374fc839ff5330a6092743c2f467e","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.57,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":27.77362601626,"c_criticality":1.0,"p_governance":92.5,"c_governance":0.7,"p_rigor":87.857142857143,"c_rigor":0.7,"p_accessibility":78.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":72.47,"coverage":0.6,"tier":"B","rated":true},"balanced":{"porchlamp":null,"coverage":0.57,"tier":null,"rated":false},"career_capital":{"porchlamp":59.98,"coverage":0.625,"tier":"B","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":63.9,"coverage":0.69,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/quarkusio__quarkus.json","source_sha256":"e751f00acf16ca2be49b45d669d02dbc079e41bdf64bcb209b65e9a38a2fbcbf","fetched_at":"2026-10-10T04:52:39.598234+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":4.878048780487805,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/quarkusio__quarkus.json","source_sha256":"21160ba87dad1880d4834d719e369fd0a29fb477eb74002f090681b2bbdf9ec3","fetched_at":"2026-10-10T15:44:11.242025+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":50.0,"score":50.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/quarkusio__quarkus.json","source_sha256":"ad2e5b1c81c26350100bb9e6aaf09dbda25821c6789a79972049d764cf16fd27","fetched_at":"2026-10-13T02:47:47.221543+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":4,"score":100.0,"n":939,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/quarkusio__quarkus.json","source_sha256":"7b22533c854e37c25b058678b1cabbc1da6ebacabe28357046833697fdc90337","fetched_at":"2026-10-10T13:36:43.600854+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/quarkusio__quarkus.json","source_sha256":"e751f00acf16ca2be49b45d669d02dbc079e41bdf64bcb209b65e9a38a2fbcbf","fetched_at":"2026-10-10T04:52:39.598234+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":9,"score":90.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/quarkusio__quarkus.json","source_sha256":"8849ef1d7957e5f6a6f58d0dbaf238b97475a7d17b3bef95ea08641b05295def","fetched_at":"2026-10-09T06:22:38.809533+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5394,"score":53.94,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/quarkusio__quarkus.json","source_sha256":"72d21dc9785aff9dbb7b8ddeac7583723e8b0b293ba020c354fe77e7fa0cb7b8","fetched_at":"2026-10-10T15:44:11.242025+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":82.5,"score":82.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/quarkusio__quarkus.json","source_sha256":"b3b75a9b83d4f71424823886d69ade9e683a5c87ba0dad95f4b8ca4792efeb02","fetched_at":"2026-10-07T17:18:06.495604+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"Ripple-TS/ripple":{"detail":{"owner":"Ripple-TS","name":"ripple","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"44caa8334f55a4480d4a104ab10ea2fcea30e9352a72d91321364eed27fb4a57","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1539,"tie_group":389,"porchlamp":51.04,"coverage":0.875,"tier":"C","tier_ceiling":"A","quadrant":"Nursery","leverage":36.26,"friction":31.69,"leverage_coverage":1.0,"friction_coverage":0.8,"p_responsiveness":96.121241582092,"c_responsiveness":0.8,"p_criticality":28.592485774499,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":39.54565,"c_rigor":1.0,"p_accessibility":25.5,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:mr_first_rate","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":48.91,"coverage":0.91,"tier":"C","rated":true},"balanced":{"porchlamp":51.04,"coverage":0.875,"tier":"C","rated":true},"career_capital":{"porchlamp":45.86,"coverage":0.86,"tier":"C","rated":true},"first_timer":{"porchlamp":55.68,"coverage":0.78,"tier":"B","rated":true},"senior_systems":{"porchlamp":46.23,"coverage":0.945,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Ripple-TS__ripple.json","source_sha256":"789c1c17b41baf8381af72029d1e4444f1e2366678a8316ce3354c6a8d443bd1","fetched_at":"2026-10-10T07:37:12.333918+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":2,"score":25.54794520547945,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/Ripple-TS__ripple.json","source_sha256":"4dc03e95e8480c0c9a5818a9fbea587381fbbcaa484173ad2571c632b134caf3","fetched_at":"2026-10-10T17:46:20.628570+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":14514,"score":20.76923076923077,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__ripple.json","source_sha256":"35c2dccc8698223f2c81f8211fb21b54eee9538593f1e7f82d9c849441636eee","fetched_at":"2026-10-10T21:21:52.229956+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":1.0,"score":100.0,"n":46,"window_start":"2026-04-19T00:34:50.821422+00:00","window_end":"2026-07-18T00:34:50.821422+00:00","method":"primary","source":"raw/pr_window/Ripple-TS__ripple.json","source_sha256":"ca651e454df4ff0269a79de02a7364ad9da002b83be3e5fc8b346d38f79af2fb","fetched_at":"2026-10-16T00:34:50.821422+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":85.0,"score":85.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/Ripple-TS__ripple.json","source_sha256":"18bf5fd4c6e799333ca83f1732781549e4fe1067e005e5a0e4821a68d3b118b6","fetched_at":"2026-10-13T03:13:42.200330+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":832,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/Ripple-TS__ripple.json","source_sha256":"0581667398d6c4b647a82a49f79b8674ae66bbf82eb338f6e4e321c8653f64c7","fetched_at":"2026-10-10T15:53:28.347072+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.07692307692307693,"score":84.61538461538461,"n":78,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/Ripple-TS__ripple.json","source_sha256":"ca651e454df4ff0269a79de02a7364ad9da002b83be3e5fc8b346d38f79af2fb","fetched_at":"2026-10-16T00:34:50.821422+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Ripple-TS__ripple.json","source_sha256":"789c1c17b41baf8381af72029d1e4444f1e2366678a8316ce3354c6a8d443bd1","fetched_at":"2026-10-10T07:37:12.333918+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/Ripple-TS__ripple.json","source_sha256":"5562d38af196817ea02cc3f0d9dc3520992e4ed1f7d6cda837bf5d3ed10ab02b","fetched_at":"2026-10-09T13:36:29.931933+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3766,"score":37.66,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/Ripple-TS__ripple.json","source_sha256":"af082deeb48afb36cd72fcddb294bb9ddac996284fb871383e25ec70a90cd3a7","fetched_at":"2026-10-10T17:46:20.628570+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":21.361,"score":21.361,"n":434,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/Ripple-TS__ripple.json","source_sha256":"ca651e454df4ff0269a79de02a7364ad9da002b83be3e5fc8b346d38f79af2fb","fetched_at":"2026-10-16T00:34:50.821422+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/Ripple-TS__ripple.json","source_sha256":"789c1c17b41baf8381af72029d1e4444f1e2366678a8316ce3354c6a8d443bd1","fetched_at":"2026-10-10T07:37:12.333918+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0667,"score":8.337499999999999,"n":210,"window_start":"2026-04-19T00:34:50.821422+00:00","window_end":"2026-10-16T00:34:50.821422+00:00","method":"primary","source":"raw/pr_window/Ripple-TS__ripple.json","source_sha256":"ca651e454df4ff0269a79de02a7364ad9da002b83be3e5fc8b346d38f79af2fb","fetched_at":"2026-10-16T00:34:50.821422+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":6.4725,"score":100.0,"n":71,"window_start":"2026-04-19T00:34:50.821422+00:00","window_end":"2026-10-16T00:34:50.821422+00:00","method":"primary","source":"raw/pr_window/Ripple-TS__ripple.json","source_sha256":"ca651e454df4ff0269a79de02a7364ad9da002b83be3e5fc8b346d38f79af2fb","fetched_at":"2026-10-16T00:34:50.821422+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":29.26,"score":92.04685573366214,"n":187,"window_start":"2026-04-19T00:34:50.821422+00:00","window_end":"2026-10-16T00:34:50.821422+00:00","method":"primary","source":"raw/pr_window/Ripple-TS__ripple.json","source_sha256":"ca651e454df4ff0269a79de02a7364ad9da002b83be3e5fc8b346d38f79af2fb","fetched_at":"2026-10-16T00:34:50.821422+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to Ripple-TS/ripple got a first human reply in a median of 6.5 hours (71 pull requests, 19 April to 16 October 2026); 8% got none within 14 days.","It ranks 1,539 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":1539,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2028,"total":3696,"reason":null}},"similar":[{"owner":"Floorp-Projects","name":"Floorp","rank":1532},{"owner":"tj","name":"commander.js","rank":1538},{"owner":"oblador","name":"react-native-vector-icons","rank":1541},{"owner":"mockoon","name":"mockoon","rank":1546},{"owner":"inertiajs","name":"inertia","rank":1547}]},"s-macke/VoxelSpace":{"detail":{"owner":"s-macke","name":"VoxelSpace","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"04b0958f0c2d37215e7cca7be07f111811dee8d844aec1a76fd1e1faefcb0c20","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"socketio/socket.io":{"detail":{"owner":"socketio","name":"socket.io","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b1de825bb1474d8662c1de6a6627848e18998bf113efddbb1376b83f5857d898","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":1788,"tie_group":455,"porchlamp":48.94,"coverage":1.0,"tier":"C","tier_ceiling":null,"quadrant":"Crucible","leverage":58.79,"friction":59.7,"leverage_coverage":1.0,"friction_coverage":1.0,"p_responsiveness":34.973937525688,"c_responsiveness":1.0,"p_criticality":76.799278953923,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":34.29375,"c_rigor":1.0,"p_accessibility":38.331,"c_accessibility":1.0,"persona_gates":{"senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":45.77,"coverage":1.0,"tier":"C","rated":true},"balanced":{"porchlamp":48.94,"coverage":1.0,"tier":"C","rated":true},"career_capital":{"porchlamp":52.55,"coverage":1.0,"tier":"C","rated":true},"first_timer":{"porchlamp":42.42,"coverage":1.0,"tier":"C","rated":true},"senior_systems":{"porchlamp":53.53,"coverage":1.0,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/socketio__socket.io.json","source_sha256":"f39347711fd24f6919fafbbc59d71c152f08e64fbf58e899dee4ba20f3859fd3","fetched_at":"2026-10-10T03:16:28.666430+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":10715,"score":90.75342465753425,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/socketio__socket.io.json","source_sha256":"2c3eba8c87ff324fe3a297c8d6e0cf6a6a3af006943e1b24b76299da194a8b27","fetched_at":"2026-10-10T14:09:52.950564+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":85897784,"score":86.36363636363636,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/npm__socket.io.json","source_sha256":"6d69b19b827637ad5e2e6d4eff8818cf1644c91aed0cfe7009fb4a7fea48be9a","fetched_at":"2026-10-10T21:07:47.016200+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":true,"value":0.6364,"score":79.55,"n":11,"window_start":"2026-04-17T21:15:45.211483+00:00","window_end":"2026-07-16T21:15:45.211483+00:00","method":"primary","source":"raw/pr_window/socketio__socket.io.json","source_sha256":"61ee4de96f74550a1e5ecd21335fbe6f1c3cd700c63eb19b6c83f2f6f6d5d5ea","fetched_at":"2026-10-14T21:15:45.211483+00:00","unmeasured_reason":null},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":9,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/socketio__socket.io.json","source_sha256":"23a6480f8b8246c519d4c7931e50c63540107d4be161d651f5fdbcd71a024eb3","fetched_at":"2026-10-13T02:28:01.334115+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":140,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/socketio__socket.io.json","source_sha256":"480ffe7372a418139701c365a8358129d2d0439a892f168795dcf325bffb0f71","fetched_at":"2026-10-10T11:58:18.063239+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.4722222222222222,"score":5.555555555555557,"n":36,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/socketio__socket.io.json","source_sha256":"61ee4de96f74550a1e5ecd21335fbe6f1c3cd700c63eb19b6c83f2f6f6d5d5ea","fetched_at":"2026-10-14T21:15:45.211483+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/socketio__socket.io.json","source_sha256":"f39347711fd24f6919fafbbc59d71c152f08e64fbf58e899dee4ba20f3859fd3","fetched_at":"2026-10-10T03:16:28.666430+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4737,"score":59.2125,"n":19,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/socketio__socket.io.json","source_sha256":"a0ff808d47fbc141194d163a71bd1f1d6ee61b793a8de6773afe262033e28e99","fetched_at":"2026-10-10T19:36:25.415365+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.3333,"score":66.66,"n":15,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/socketio__socket.io.json","source_sha256":"a0ff808d47fbc141194d163a71bd1f1d6ee61b793a8de6773afe262033e28e99","fetched_at":"2026-10-10T19:36:25.415365+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/socketio__socket.io.json","source_sha256":"5f06b2ee53e9cc61db2b184e1bc116759f2cd7321107029628933eb421b56a47","fetched_at":"2026-10-09T02:28:20.485166+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5402,"score":54.02,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/socketio__socket.io.json","source_sha256":"73f0a1b1c738447df723c6a1672f5dfd5f8db5231d87ed425910ff5e66f86ede","fetched_at":"2026-10-10T14:09:52.950564+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":52.5,"score":52.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/socketio__socket.io.json","source_sha256":"1a947ea697a6e9f7059d21246b7ad330fd3b5f8527fbd937e09a6870df81caea","fetched_at":"2026-10-07T14:02:41.314139+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/socketio__socket.io.json","source_sha256":"f39347711fd24f6919fafbbc59d71c152f08e64fbf58e899dee4ba20f3859fd3","fetched_at":"2026-10-10T03:16:28.666430+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":5,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/socketio__socket.io.json","source_sha256":"a0ff808d47fbc141194d163a71bd1f1d6ee61b793a8de6773afe262033e28e99","fetched_at":"2026-10-10T19:36:25.415365+00:00","unmeasured_reason":null},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0345,"score":4.3125,"n":29,"window_start":"2026-04-17T21:15:45.211483+00:00","window_end":"2026-10-14T21:15:45.211483+00:00","method":"primary","source":"raw/pr_window/socketio__socket.io.json","source_sha256":"61ee4de96f74550a1e5ecd21335fbe6f1c3cd700c63eb19b6c83f2f6f6d5d5ea","fetched_at":"2026-10-14T21:15:45.211483+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":288.5351,"score":0.0,"n":26,"window_start":"2026-04-17T21:15:45.211483+00:00","window_end":"2026-10-14T21:15:45.211483+00:00","method":"primary","source":"raw/pr_window/socketio__socket.io.json","source_sha256":"61ee4de96f74550a1e5ecd21335fbe6f1c3cd700c63eb19b6c83f2f6f6d5d5ea","fetched_at":"2026-10-14T21:15:45.211483+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":603.7756,"score":24.106041923551174,"n":11,"window_start":"2026-04-17T21:15:45.211483+00:00","window_end":"2026-10-14T21:15:45.211483+00:00","method":"primary","source":"raw/pr_window/socketio__socket.io.json","source_sha256":"61ee4de96f74550a1e5ecd21335fbe6f1c3cd700c63eb19b6c83f2f6f6d5d5ea","fetched_at":"2026-10-14T21:15:45.211483+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to socketio/socket.io got a first human reply in a median of 12 days (26 pull requests, 17 April to 14 October 2026); 47% got none within 14 days.","It ranks 1,788 of 3,219 overall.","For first-time contributors it ranks 1,400 of 1,525 (the bottom 9%)."],"standings":{"balanced":{"rank":1788,"total":3219,"reason":null},"first_timer":{"rank":1400,"total":1525,"reason":null},"career_capital":{"rank":595,"total":798,"reason":null},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":2463,"total":3696,"reason":null}},"similar":[{"owner":"apple","name":"embedding-atlas","rank":1786},{"owner":"DouyinFE","name":"semi-design","rank":1789},{"owner":"mantinedev","name":"mantine","rank":1791},{"owner":"spinabot","name":"brigade","rank":1794},{"owner":"ilyhalight","name":"voice-over-translation","rank":1795}]},"Theano/Theano":{"detail":{"owner":"Theano","name":"Theano","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"805683bcab545cfa4fc99b942bef2debff367ea16d97a083241bbcd585ca67f6","eligible":false,"gate_reason":"stale","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"stale","career_capital":"stale","first_timer":"stale","senior_systems":"stale"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"TheWaWaR/simple-http-server":{"detail":{"owner":"TheWaWaR","name":"simple-http-server","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"24284d94eb2218e74d0f7484f64040316d9ba4ef656b32916a75086ec5a4ae71","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.5375,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":18.128422428621,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":37.142857142857,"c_rigor":0.7,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5775,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.5375,"tier":null,"rated":false},"career_capital":{"porchlamp":null,"coverage":0.5875,"tier":null,"rated":false},"first_timer":{"porchlamp":null,"coverage":0.3725,"tier":null,"rated":false},"senior_systems":{"porchlamp":35.1,"coverage":0.67,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/TheWaWaR__simple-http-server.json","source_sha256":"a3577ffea449716ad3d0f65603da8e292fe2fd89818a2cf3b115976552a52d85","fetched_at":"2026-10-10T11:29:44.050746+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":16.52046783625731,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/TheWaWaR__simple-http-server.json","source_sha256":"4cbcf5588efc8fb3de3b768a23b3a61e1b65a2a55bbc925fb85de727702b866d","fetched_at":"2026-10-10T20:51:59.348606+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":true,"value":329,"score":17.352941176470587,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/downloads/crates__simple-http-server.json","source_sha256":"d9121ffa69f7ac9af44063526b0329c60aac759102548f1582ba641098476a28","fetched_at":"2026-10-08T13:40:46.488981+00:00","unmeasured_reason":null},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":10,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":1.0,"score":null,"n":1,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/TheWaWaR__simple-http-server.json","source_sha256":"a3577ffea449716ad3d0f65603da8e292fe2fd89818a2cf3b115976552a52d85","fetched_at":"2026-10-10T11:29:44.050746+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/TheWaWaR__simple-http-server.json","source_sha256":"a6baa4d0c05cefb6cb624e830124b2158ed7c1dab78ef570d337cb7f23c22a80","fetched_at":"2026-10-10T00:51:04.232684+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2052,"score":20.52,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/TheWaWaR__simple-http-server.json","source_sha256":"950a0693df4dd0204c86d37a4008230edf891ca0d3d92ab7545292ae7d61874e","fetched_at":"2026-10-10T20:51:59.348606+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":35.0,"score":35.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/TheWaWaR__simple-http-server.json","source_sha256":"55cd2e859deee87226f83305da8d594fc81e19b2615ffa03e09a9d8053ce7469","fetched_at":"2026-10-08T13:40:45.836446+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/TheWaWaR__simple-http-server.json","source_sha256":"a3577ffea449716ad3d0f65603da8e292fe2fd89818a2cf3b115976552a52d85","fetched_at":"2026-10-10T11:29:44.050746+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]},"timothymiller/cloudflare-ddns":{"detail":{"owner":"timothymiller","name":"cloudflare-ddns","ecosystem":"crates","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"569f0eb9614ad93c8fe8a00ac8d056859d3d03a8617cd019fb23432d518fcc04","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2650,"tie_group":null,"porchlamp":40.61,"coverage":0.64,"tier":"C","tier_ceiling":"B","quadrant":"Graveyard","leverage":41.42,"friction":56.6,"leverage_coverage":0.675,"friction_coverage":0.62,"p_responsiveness":41.957491582492,"c_responsiveness":0.3,"p_criticality":42.34,"c_criticality":0.35,"p_governance":59.25,"c_governance":1.0,"p_rigor":28.0,"c_rigor":1.0,"p_accessibility":23.238823529412,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":37.87,"coverage":0.715,"tier":"D","rated":true},"balanced":{"porchlamp":40.61,"coverage":0.64,"tier":"C","rated":true},"career_capital":{"porchlamp":39.55,"coverage":0.6025,"tier":"D","rated":true},"first_timer":{"porchlamp":37.58,"coverage":0.645,"tier":"D","rated":true},"senior_systems":{"porchlamp":42.69,"coverage":0.66,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/timothymiller__cloudflare-ddns.json","source_sha256":"9eb54f98225655a95fd2ea61309f7b0e1fe8b822adcc9f6d426b614721868eb4","fetched_at":"2026-10-10T10:46:11.772564+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":65.0,"score":65.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/timothymiller__cloudflare-ddns.json","source_sha256":"d06c6e75c430e58bbe52c6e87096a11a9dbbc72a0a087be39514a7b00b6f2fda","fetched_at":"2026-10-13T04:09:13.148128+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":2,"score":50.0,"n":80,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/timothymiller__cloudflare-ddns.json","source_sha256":"c773e366b87df7ea8fb09a4ed27bca2690b6a6dc4abbcd6493b735bb9ac4e125","fetched_at":"2026-10-10T18:33:25.612181+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.7142857142857143,"score":null,"n":7,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/timothymiller__cloudflare-ddns.json","source_sha256":"9eb54f98225655a95fd2ea61309f7b0e1fe8b822adcc9f6d426b614721868eb4","fetched_at":"2026-10-10T10:46:11.772564+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.4545,"score":56.8125,"n":11,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/timothymiller__cloudflare-ddns.json","source_sha256":"477e9ed6e03ae8398a42b7ecfdb47dbd952bcfafba9df30e04f2e6e327a5b506","fetched_at":"2026-10-11T02:39:52.394741+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.1429,"score":28.58,"n":7,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/timothymiller__cloudflare-ddns.json","source_sha256":"477e9ed6e03ae8398a42b7ecfdb47dbd952bcfafba9df30e04f2e6e327a5b506","fetched_at":"2026-10-11T02:39:52.394741+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/timothymiller__cloudflare-ddns.json","source_sha256":"0a9486c3b57b003efb253a8ce9419c7f5db6d2de6c31cb40351770ef52eeccea","fetched_at":"2026-10-09T22:52:01.484623+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4234,"score":42.34,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/timothymiller__cloudflare-ddns.json","source_sha256":"3932f17ce2a561442a9de334445f55965b038703ad6d6802a3363eb220d13ba6","fetched_at":"2026-10-10T18:33:25.612721+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":37,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/timothymiller__cloudflare-ddns.json","source_sha256":"f77b2574bf1b4690bc91e47fce11c1f39f6fc0f25436482f353a5261b71ed187","fetched_at":"2026-10-16T17:23:16.667543+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/timothymiller__cloudflare-ddns.json","source_sha256":"9eb54f98225655a95fd2ea61309f7b0e1fe8b822adcc9f6d426b614721868eb4","fetched_at":"2026-10-10T10:46:11.772564+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":38,"window_start":"2026-04-19T17:23:16.667543+00:00","window_end":"2026-10-16T17:23:16.667543+00:00","method":"primary","source":"raw/pr_window/timothymiller__cloudflare-ddns.json","source_sha256":"f77b2574bf1b4690bc91e47fce11c1f39f6fc0f25436482f353a5261b71ed187","fetched_at":"2026-10-16T17:23:16.667543+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":999.3708,"score":12.247474747474755,"n":34,"window_start":"2026-04-19T17:23:16.667543+00:00","window_end":"2026-10-16T17:23:16.667543+00:00","method":"primary","source":"raw/pr_window/timothymiller__cloudflare-ddns.json","source_sha256":"f77b2574bf1b4690bc91e47fce11c1f39f6fc0f25436482f353a5261b71ed187","fetched_at":"2026-10-16T17:23:16.667543+00:00","unmeasured_reason":null}],"answer":["For timothymiller/cloudflare-ddns, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 7 pull requests counted; 10 needed).","It ranks 2,650 of 3,219 overall.","For first-time contributors it ranks 1,477 of 1,525 (the bottom 4%)."],"standings":{"balanced":{"rank":2650,"total":3219,"reason":null},"first_timer":{"rank":1477,"total":1525,"reason":null},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3265,"total":3696,"reason":null}},"similar":[{"owner":"bahdotsh","name":"wrkflw","rank":2630},{"owner":"cloudflare","name":"boringtun","rank":2635},{"owner":"facebookincubator","name":"below","rank":2640},{"owner":"LGUG2Z","name":"komorebi","rank":2655},{"owner":"RightNow-AI","name":"openfang","rank":2658}]},"tinode/chat":{"detail":{"owner":"tinode","name":"chat","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b261c65787224ec37d9fc320e4adbd709aef6a3335aa388cdf2284f77617b3a4","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":2482,"tie_group":null,"porchlamp":42.43,"coverage":0.6775,"tier":"C","tier_ceiling":"B","quadrant":"Nursery","leverage":27.61,"friction":37.7,"leverage_coverage":1.0,"friction_coverage":0.42,"p_responsiveness":94.303797468354,"c_responsiveness":0.1,"p_criticality":22.428048997773,"c_criticality":1.0,"p_governance":50.5,"c_governance":1.0,"p_rigor":21.0,"c_rigor":1.0,"p_accessibility":0.0,"c_accessibility":0.35,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":38.27,"coverage":0.755,"tier":"D","rated":true},"balanced":{"porchlamp":42.43,"coverage":0.6775,"tier":"C","rated":true},"career_capital":{"porchlamp":36.39,"coverage":0.69,"tier":"D","rated":true},"first_timer":{"porchlamp":null,"coverage":0.49,"tier":null,"rated":false},"senior_systems":{"porchlamp":38.82,"coverage":0.8325,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/tinode__chat.json","source_sha256":"0923cbb0cffcd937405f78e172b1a01fceb2228c58a8c37be161a853e02c645d","fetched_at":"2026-10-10T05:28:10.889039+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.478841870824054,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/tinode__chat.json","source_sha256":"9f7391d2b0245671dec0d43a4e4623acd1330162dc89469866f0710a51d3cd16","fetched_at":"2026-10-11T11:30:30.515488+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":118,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/tinode__chat.json","source_sha256":"e10f66ea56b57a74d31b0ea4f51456b57d2eccbff89260592b89ca5164dd2f54","fetched_at":"2026-10-10T13:51:08.767216+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.16666666666666666,"score":null,"n":6,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/tinode__chat.json","source_sha256":"0923cbb0cffcd937405f78e172b1a01fceb2228c58a8c37be161a853e02c645d","fetched_at":"2026-10-10T05:28:10.889039+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/tinode__chat.json","source_sha256":"21d6a6ec93efc932b867d7d2c9cd9d22e90815ea36a68616a38e2cdae1c835bc","fetched_at":"2026-10-09T07:33:55.115481+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.3037,"score":30.37,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/tinode__chat.json","source_sha256":"0c4f6fd5cf8d13f69f4dcf562f0685cc38db18f166e7bedff886d609eb3e13e4","fetched_at":"2026-10-11T11:30:30.515488+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":22.5,"score":22.5,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/tinode__chat.json","source_sha256":"548615b65dbdadc30ce13b1f9b0f85e0a1a755ddb8993202f9aebe04284b5f27","fetched_at":"2026-10-07T18:14:49.674336+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/tinode__chat.json","source_sha256":"0923cbb0cffcd937405f78e172b1a01fceb2228c58a8c37be161a853e02c645d","fetched_at":"2026-10-10T05:28:10.889039+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0,"score":0.0,"n":19,"window_start":"2026-04-18T10:16:37.549986+00:00","window_end":"2026-10-15T10:16:37.549986+00:00","method":"primary","source":"raw/pr_window/tinode__chat.json","source_sha256":"874953de34df1493daa95f8108f0d38a1c9afa87fd89612b7b18d2077c02af47","fetched_at":"2026-10-15T10:16:37.549986+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":26.2783,"score":94.30379746835443,"n":17,"window_start":"2026-04-18T10:16:37.549986+00:00","window_end":"2026-10-15T10:16:37.549986+00:00","method":"primary","source":"raw/pr_window/tinode__chat.json","source_sha256":"874953de34df1493daa95f8108f0d38a1c9afa87fd89612b7b18d2077c02af47","fetched_at":"2026-10-15T10:16:37.549986+00:00","unmeasured_reason":null}],"answer":["For tinode/chat, the reply time and the share with no reply within 14 days both have too small a sample to measure (0 and 6 pull requests counted; 10 needed).","It ranks 2,482 of 3,219 overall.","It is not ranked for first-time contributors: not enough evidence to show under this lens."],"standings":{"balanced":{"rank":2482,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"Not enough evidence to show under this lens."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3237,"total":3696,"reason":null}},"similar":[{"owner":"tulir","name":"whatsmeow","rank":2459},{"owner":"mr-karan","name":"doggo","rank":2475},{"owner":"ochinchina","name":"supervisord","rank":2510},{"owner":"jwilder","name":"dockerize","rank":2512},{"owner":"cubefs","name":"cubefs","rank":2522}]},"ttezel/twit":{"detail":{"owner":"ttezel","name":"twit","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"b21ee282f17fc53f63c928f695179825951d0d5a14abe1721105dc63b45a0a13","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"virattt/dexter":{"detail":{"owner":"virattt","name":"dexter","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"e918ea40409cb2c35059fd93dac9956979c3cfb611e85c6955b34695202ae3f5","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"WorldBrain/Memex":{"detail":{"owner":"WorldBrain","name":"Memex","ecosystem":"npm","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"542d76a516236718eed933cb385e1da5135999d3dc35fb88b2c357c5a84baf40","eligible":false,"gate_reason":"unlicensed","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"unlicensed","career_capital":"unlicensed","first_timer":"unlicensed","senior_systems":"unlicensed"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"xbmc/xbmc":{"detail":{"owner":"xbmc","name":"xbmc","ecosystem":"systems","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"03a42a259c9e273ff431293f8970a368880936bcd3b43c20011694d0fa2d7968","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.57,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":59.79,"c_criticality":1.0,"p_governance":80.0,"c_governance":0.7,"p_rigor":75.0,"c_rigor":0.7,"p_accessibility":6.0,"c_accessibility":0.5,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":63.51,"coverage":0.6,"tier":"B","rated":true},"balanced":{"porchlamp":null,"coverage":0.57,"tier":null,"rated":false},"career_capital":{"porchlamp":52.03,"coverage":0.625,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.425,"tier":null,"rated":false},"senior_systems":{"porchlamp":66.15,"coverage":0.69,"tier":"B","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/xbmc__xbmc.json","source_sha256":"7c54a657d1131897533b301568f8af519939e12d8e83e37d4efa985f69018474","fetched_at":"2026-10-10T04:32:54.011434+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":20.0,"score":20.0,"n":12,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/xbmc__xbmc.json","source_sha256":"44692b01348df45b1b55e8a4b13686f5e51c5e74b3fc1c2e17ba3b7de19842ee","fetched_at":"2026-10-13T02:42:10.565217+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":3,"score":75.0,"n":998,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/xbmc__xbmc.json","source_sha256":"87a1dfc1ea8b3a1b6532fbe2888b1618a9354752e10ace07c8e63eea7946c1a4","fetched_at":"2026-10-10T12:50:59.348100+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/xbmc__xbmc.json","source_sha256":"7c54a657d1131897533b301568f8af519939e12d8e83e37d4efa985f69018474","fetched_at":"2026-10-10T04:32:54.011434+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/xbmc__xbmc.json","source_sha256":"3bd0e8f18800a51d113c8a7cb3b1f86ad9461a4a1adb1f656ec15ca287cc4f59","fetched_at":"2026-10-09T04:43:50.977539+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.5979,"score":59.79,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/xbmc__xbmc.json","source_sha256":"345a8cfb51b8cc54976fae7ce066e766fb60a76ecfeeb25da4239cf791daa9eb","fetched_at":"2026-10-10T12:50:59.355366+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":60.0,"score":60.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/scorecard/xbmc__xbmc.json","source_sha256":"1a76497b6eb31ae591904364b3dd7a49e4eff429eab9363f60dcedad9221de1c","fetched_at":"2026-10-07T16:15:59.197286+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"collector_failure"}]},"ymcui/Chinese-LLaMA-Alpaca":{"detail":{"owner":"ymcui","name":"Chinese-LLaMA-Alpaca","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"be8edb16c344448d0b782786e7dbf819be69e1c1914d7b5ee90356863f5b8212","eligible":false,"gate_reason":"non_software","rated":false,"unrated_reason":null,"rank":null,"tie_group":null,"porchlamp":null,"coverage":0.0,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":null,"p_criticality":null,"c_criticality":null,"p_governance":null,"c_governance":null,"p_rigor":null,"c_rigor":null,"p_accessibility":null,"c_accessibility":null,"persona_gates":{"ai_assisted":"non_software","career_capital":"non_software","first_timer":"non_software","senior_systems":"non_software"},"persona_composites":{},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[]},"zhouxiaoka/autoclip":{"detail":{"owner":"zhouxiaoka","name":"autoclip","ecosystem":"pypi","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"6b3df96bfe956887eea98e408929f6d4d27f565fbd5b498215734a778d82f50d","eligible":true,"gate_reason":null,"rated":true,"unrated_reason":null,"rank":3013,"tie_group":745,"porchlamp":33.66,"coverage":0.7525,"tier":"D","tier_ceiling":"B","quadrant":"Graveyard","leverage":44.85,"friction":73.71,"leverage_coverage":0.675,"friction_coverage":0.845,"p_responsiveness":17.330114190867,"c_responsiveness":0.75,"p_criticality":41.62,"c_criticality":0.35,"p_governance":50.5,"c_governance":1.0,"p_rigor":46.4725,"c_rigor":1.0,"p_accessibility":12.352941176471,"c_accessibility":0.85,"persona_gates":{"career_capital":"criticality_below_threshold","first_timer":"high_barrier_to_entry","senior_systems":"elephant_factor_below_3"},"persona_composites":{"ai_assisted":{"porchlamp":36.87,"coverage":0.805,"tier":"D","rated":true},"balanced":{"porchlamp":33.66,"coverage":0.7525,"tier":"D","rated":true},"career_capital":{"porchlamp":32.73,"coverage":0.6925,"tier":"D","rated":true},"first_timer":{"porchlamp":26.16,"coverage":0.8025,"tier":"D","rated":true},"senior_systems":{"porchlamp":39.7,"coverage":0.7275,"tier":"D","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/zhouxiaoka__autoclip.json","source_sha256":"59a460ac48811fa9f93fefca87d674af26b63a8f94e3425c4429bfe68f1b57a5","fetched_at":"2026-10-10T06:38:33.022739+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"third_party_gap"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":70.0,"score":70.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/zhouxiaoka__autoclip.json","source_sha256":"56bf6d995f72d05cd1e21e724d7a68e68f3a685526ec8eb183a5bc5d7b7fcdd2","fetched_at":"2026-10-13T03:04:15.162918+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":true,"value":1,"score":25.0,"n":508,"window_start":null,"window_end":null,"method":"primary","source":"raw/commits_365d/zhouxiaoka__autoclip.json","source_sha256":"a8ef7263dea36a75b1c4d82d859157979ea9141a65b56b85f6b50a6a56d26a1c","fetched_at":"2026-10-10T15:26:46.482001+00:00","unmeasured_reason":null},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":true,"value":0.3333333333333333,"score":33.33333333333334,"n":18,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":"primary","source":"raw/pr_window/zhouxiaoka__autoclip.json","source_sha256":"bfce6bc4dc7c6fec7de99d8d2a9c0be1872e3b3c169d1292c184a84524f45b87","fetched_at":"2026-10-15T19:38:36.287411+00:00","unmeasured_reason":null},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/zhouxiaoka__autoclip.json","source_sha256":"59a460ac48811fa9f93fefca87d674af26b63a8f94e3425c4429bfe68f1b57a5","fetched_at":"2026-10-10T06:38:33.022739+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":true,"value":0.0,"score":0.0,"n":6,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/zhouxiaoka__autoclip.json","source_sha256":"60f7125e5297026e7d188a506b75664a5dbdf8ec084046218f637946df7f0ac3","fetched_at":"2026-10-10T23:31:45.665018+00:00","unmeasured_reason":null},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":true,"value":0.0,"score":0.0,"n":8,"window_start":null,"window_end":null,"method":"primary","source":"raw/author_history/zhouxiaoka__autoclip.json","source_sha256":"60f7125e5297026e7d188a506b75664a5dbdf8ec084046218f637946df7f0ac3","fetched_at":"2026-10-10T23:31:45.665018+00:00","unmeasured_reason":null},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/zhouxiaoka__autoclip.json","source_sha256":"84b916042c2bef31b2a0bebc095bf1f213ae79f5ef4f68c52c22c670dbb32251","fetched_at":"2026-10-09T11:25:36.939625+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.4162,"score":41.620000000000005,"n":0,"window_start":null,"window_end":null,"method":"proxy:no_dependents_signal","source":"raw/github_meta/zhouxiaoka__autoclip.json","source_sha256":"055f0ab0a406ff8762002d4df6d9479597cbf6c42e4da20c02fe84367815f4aa","fetched_at":"2026-10-10T15:26:46.483816+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":40.0,"score":40.0,"n":205,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/zhouxiaoka__autoclip.json","source_sha256":"bfce6bc4dc7c6fec7de99d8d2a9c0be1872e3b3c169d1292c184a84524f45b87","fetched_at":"2026-10-15T19:38:36.287411+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/zhouxiaoka__autoclip.json","source_sha256":"59a460ac48811fa9f93fefca87d674af26b63a8f94e3425c4429bfe68f1b57a5","fetched_at":"2026-10-10T06:38:33.022739+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":true,"value":0.0526,"score":6.575,"n":19,"window_start":"2026-04-18T19:38:36.287411+00:00","window_end":"2026-10-15T19:38:36.287411+00:00","method":"primary","source":"raw/pr_window/zhouxiaoka__autoclip.json","source_sha256":"bfce6bc4dc7c6fec7de99d8d2a9c0be1872e3b3c169d1292c184a84524f45b87","fetched_at":"2026-10-15T19:38:36.287411+00:00","unmeasured_reason":null},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":true,"value":144.0733,"score":10.357582856815043,"n":13,"window_start":"2026-04-18T19:38:36.287411+00:00","window_end":"2026-10-15T19:38:36.287411+00:00","method":"primary","source":"raw/pr_window/zhouxiaoka__autoclip.json","source_sha256":"bfce6bc4dc7c6fec7de99d8d2a9c0be1872e3b3c169d1292c184a84524f45b87","fetched_at":"2026-10-15T19:38:36.287411+00:00","unmeasured_reason":null},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":true,"value":336.4814,"score":48.90310786106033,"n":5,"window_start":"2026-04-18T19:38:36.287411+00:00","window_end":"2026-10-15T19:38:36.287411+00:00","method":"primary","source":"raw/pr_window/zhouxiaoka__autoclip.json","source_sha256":"bfce6bc4dc7c6fec7de99d8d2a9c0be1872e3b3c169d1292c184a84524f45b87","fetched_at":"2026-10-15T19:38:36.287411+00:00","unmeasured_reason":null}],"answer":["Outside pull requests to zhouxiaoka/autoclip got a first human reply in a median of 6 days (13 pull requests, 18 April to 15 October 2026); 33% got none within 14 days.","It ranks 3,013 of 3,219 overall.","It is not ranked for first-time contributors: this repository does not show a low enough barrier for a first-time contributor."],"standings":{"balanced":{"rank":3013,"total":3219,"reason":null},"first_timer":{"rank":null,"total":1525,"reason":"This repository does not show a low enough barrier for a first-time contributor."},"career_capital":{"rank":null,"total":798,"reason":"This repository's production-criticality signal is not yet high enough for career-capital ranking."},"senior_systems":{"rank":null,"total":1276,"reason":"Fewer than 3 organizations account for most commits (not multi-vendor)."},"ai_assisted":{"rank":3336,"total":3696,"reason":null}},"similar":[{"owner":"dataelement","name":"bisheng","rank":3005},{"owner":"getzep","name":"zep","rank":3016},{"owner":"algorithmicsuperintelligence","name":"openevolve","rank":3020},{"owner":"Huanshere","name":"VideoLingo","rank":3028},{"owner":"facebookresearch","name":"AugLy","rank":3029}]},"zincsearch/zincsearch":{"detail":{"owner":"zincsearch","name":"zincsearch","ecosystem":"go","snapshot_id":"2026-10-17","benchmark_version":"2.0.0-rc1","raw_hash":"7474e970d58c0b897ac48d73af8f71265fb6f2f0136e4e8d60a381da56ef3acc","eligible":true,"gate_reason":null,"rated":false,"unrated_reason":"unrated: insufficient_evidence","rank":null,"tie_group":null,"porchlamp":null,"coverage":0.56,"tier":null,"tier_ceiling":null,"quadrant":null,"leverage":null,"friction":null,"leverage_coverage":0.0,"friction_coverage":0.0,"p_responsiveness":null,"c_responsiveness":0.0,"p_criticality":20.491382331106,"c_criticality":1.0,"p_governance":64.230769230769,"c_governance":0.65,"p_rigor":93.042914285714,"c_rigor":0.7,"p_accessibility":30.0,"c_accessibility":0.5,"persona_gates":{"ai_assisted":"insufficient_evidence:coverage","career_capital":"criticality_below_threshold","first_timer":"insufficient_evidence:coverage"},"persona_composites":{"ai_assisted":{"porchlamp":null,"coverage":0.5925,"tier":null,"rated":false},"balanced":{"porchlamp":null,"coverage":0.56,"tier":null,"rated":false},"career_capital":{"porchlamp":40.14,"coverage":0.6175,"tier":"C","rated":true},"first_timer":{"porchlamp":null,"coverage":0.4175,"tier":null,"rated":false},"senior_systems":{"porchlamp":50.99,"coverage":0.6775,"tier":"C","rated":true}},"suspicion":[],"stars_audited":null,"black_hole_evidence":null},"evidence":[{"param_id":"ai_posture","pillar":"rigor","measured":true,"value":"REGULATED","score":95.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/zincsearch__zincsearch.json","source_sha256":"a4d226c5020064534071c7d6daec424988663e4e067c204c1b2b9a53030d711f","fetched_at":"2026-10-10T04:43:32.210588+00:00","unmeasured_reason":null},{"param_id":"dependents_deduped","pillar":"criticality","measured":true,"value":0,"score":15.478841870824054,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/dependents/zincsearch__zincsearch.json","source_sha256":"8adb7ad76c532793a7aa0ff375692bcdaeef82bfc7108021bde2d0c609df2157","fetched_at":"2026-10-11T11:25:06.134086+00:00","unmeasured_reason":null},{"param_id":"downloads_monthly","pillar":"criticality","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"not_applicable"},{"param_id":"dr90_decision_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"dx","pillar":"accessibility","measured":true,"value":100.0,"score":100.0,"n":30,"window_start":null,"window_end":null,"method":"primary","source":"raw/actions_runs/zincsearch__zincsearch.json","source_sha256":"be22b9c9878e7ebbade441d599a9ce88e502fb0e0d9dcee968e26ad6024a66d9","fetched_at":"2026-10-13T02:44:29.666641+00:00","unmeasured_reason":null},{"param_id":"elephant_factor","pillar":"governance","measured":false,"value":1,"score":null,"n":15,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"gr14_ghost_rate","pillar":"responsiveness","measured":false,"value":0.5,"score":null,"n":2,"window_start":"2026-04-20T05:35:00+00:00","window_end":"2026-10-17T05:35:00+00:00","method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"legal_ip","pillar":"governance","measured":true,"value":"NONE","score":85.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/zincsearch__zincsearch.json","source_sha256":"a4d226c5020064534071c7d6daec424988663e4e067c204c1b2b9a53030d711f","fetched_at":"2026-10-10T04:43:32.210588+00:00","unmeasured_reason":null},{"param_id":"mr_first_rate","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_conversion","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"newcomer_issue_supply","pillar":"accessibility","measured":true,"value":0,"score":0.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/gfi/zincsearch__zincsearch.json","source_sha256":"400a05aab49f90f65cac8ea76f59c8767fd5dd543709430e5f5f20248eca1e56","fetched_at":"2026-10-09T05:34:26.598325+00:00","unmeasured_reason":null},{"param_id":"openssf_criticality","pillar":"criticality","measured":true,"value":0.2622,"score":26.22,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/github_meta/zincsearch__zincsearch.json","source_sha256":"f52e417c26ce990e291d34d170e5817390038f77d078955ec2323f78c7d21ebd","fetched_at":"2026-10-11T11:25:06.134086+00:00","unmeasured_reason":null},{"param_id":"pipeline_defenses","pillar":"rigor","measured":true,"value":91.5751,"score":91.5751,"n":13,"window_start":null,"window_end":null,"method":"proxy:review_ci","source":"raw/pr_window/zincsearch__zincsearch.json","source_sha256":"0319bedbf31bcf15dfbd8d9b0af28e1a7c5f43300a50fe4de354d6d10eb3a98b","fetched_at":"2026-10-09T05:34:30.234904+00:00","unmeasured_reason":null},{"param_id":"promotion_ladder","pillar":"governance","measured":true,"value":"AD_HOC","score":40.0,"n":0,"window_start":null,"window_end":null,"method":"primary","source":"raw/governance/zincsearch__zincsearch.json","source_sha256":"a4d226c5020064534071c7d6daec424988663e4e067c204c1b2b9a53030d711f","fetched_at":"2026-10-10T04:43:32.210588+00:00","unmeasured_reason":null},{"param_id":"rr90_return_rate","pillar":"accessibility","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"substantive_review_rate","pillar":"rigor","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttfhr_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"},{"param_id":"ttm_p90_hours","pillar":"responsiveness","measured":false,"value":null,"score":null,"n":0,"window_start":null,"window_end":null,"method":null,"source":null,"source_sha256":null,"fetched_at":null,"unmeasured_reason":"insufficient_n"}]}}